プロフィール詳細

プロジェクトを作成

★★★★★

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Dr. David R.に依頼

Canada

CFD & Simulation Expert | PhD | OpenFOAM, Python, Wind Energy, Heat Transfer, Machine Learning, Thermal/Fluids, Biomed

プロフィール概要

I'm a mechanical engineer with a Ph.D. from Carnegie Mellon University and more than 15 years building and validating simulation models for thermal and fluid problems. Most of my work spans CFD, global optimization, dynamic systems (ODE systems) and machine learning: wind farms and turbine wakes, battery thermal behaviour and aging, bioreactors, and cardiovascular flow, multiphase industrial flows, and fluid networks. I lead a research group at the University of Toronto, where I've written and secured over $5M in competitive R&D funding, supervised researchers at every level, and worked directly with industry clients, including a Fortune 200 manufacturer, an engineering consultancy and an oil and gas operator. I have 45+ journal articles, 30+ conference papers and 1,160+ citations, so I can also work through a pile of literature quickly and tell you what is well established and what is hand waving. Where I can help: • CFD and Heat Transfer modelling and simulation in OpenFOAM (RANS, transient 3D, Lagrangian particle tracking), including setup, validation, and a second opinion on models you already have • Custom simulation tools for any physical process involving thermal and/or fluids phenomena, leveraging existing open-source libraries or developing proprietary ones. • Python workflows for mathematical modelling of physical processes, simulation, machine learning, data analysis, and results post-processing, including parallel computing. • Surrogate models and physics informed machine learning to replace slow simulations (Gaussian processes, encoder decoder CNNs, CGANs, active learning, multilayer perceptrons) • Design optimization, single- and multi-objective, derivative-free and gradient based, including adjoint methods • Wind farm layout, wake modelling, trade-off between energy yield and noise • Literature scouting, feasibility studies, gap analysis, and R&D proposal writing • Scientific writing for paper manuscripts, grant applications, R&D proposals. • Scientific, technical or strategic review of work products made by someone else. • Supervision and project management for R&D projects, or for scientific labs doing research in a wide range of topics in mechanical engineering. • Custom agents and AI-based workflows for modelling, simulation, optimization. • Translation of technical/scientific reports English-Spanish. Note that I am not a certified translator, so any translations I do may not have legal value on some jurisdictions. But they will be correct. • Prepare or review project descriptions for R&D tax credits, such as the Scientific Research and Experimental Development (SR&ED) Tax Credit in Canada. How I work: I will review your project description, goals, timeline and scope. I'll tell you early if your problem doesn't need my expertise, or if the budget, scope and timelines are not aligned. Any reports I create will state their assumptions clearly, describe methods and results objectively, and will then include my interpretation of the results and recommendations supported by them. We will agree on a schedule for progress reports so you can keep tabs on how things are going. Whenever possible, we will develop incrementally, with a preference for early proof-of-concepts so you can de-risk the project.

専門分野

• ★ Biomechanics
• ★ Computational Fluid Dynamics
• ★ Wind Energy
• ☆ Computational Biology
• ☆ Cell Biology
• ☆ Biotechnology & Bioengineering
• ☆ Biomedical Engineering
• ☆ Biological Systems Engineering
• ☆ Aerospace Engineering
• ☆ Aerodynamics
• ☆ Engineering Education
• ☆ Engineering Physics
• ☆ Computer-Aided Engineering
• ☆ Mechanical Engineering
• ☆ Engineering Thermodynamics/Thermophysical Engineering
• ☆ Systems Engineering
• ☆ Heat Transfer & Calorimetry
• ☆ Fluid Mechanics
• ☆ Data Analysis
• ☆ Predictive Modeling & Analytics
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Machine Learning
• ☆ Neural Networks
• ☆ Statistics
• ☆ Applied Statistics
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Bayesian Statistics
• ☆ Correlation Analysis
• ☆ Fluid Dynamics
• ☆ Thermodynamics
• ☆ Renewable Energy
• ☆ Wind Turbine Design
• ☆ Applied Mathematics
• ☆ Mathematical Models
• ☆ Mathematical Optimization
• ☆ Computational Sciences
• ☆ Differential Equations
• ☆ Large Scale Cell Culture

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing, Audio Transcription, Translation

Research Gap Analysis, Gray Literature Search, Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-ML, Data Visualization

職務経験

Senior Research Associate

University of Toronto

7月 2015 - 現在

Research Associate

University of Toronto

6月 2013 - 現在

Research Associate

University of Toronto

7月 2010 - 7月 2015

Postdoctoral Fellow

University of Toronto

7月 2010 - 5月 2013

Professor

Universidad del Zulia

8月 2001 - 7月 2012

学歴

Master of Science (Mechanical Engineering)

Carnegie Mellon University

9月 2001 - 5月 2013

Doctor of Philosophy (Mechanical Engineering)

Carnegie Mellon University

9月 2003 - 12月 2008

PhD in Mechanical Engineering

Carnegie Mellon University

5月 2003 - 12月 2008

Mechanical Engineer

Universidad del Zulia, Venezuela

9月 1994 - 12月 2000

Ingeniero Mecanico (BSc in Mechanical Engineering) (Mechanical Engineering / Ingenieria Mecanica)

Universidad del Zulia

9月 1994 - 12月 2000

認定資格

• n/a

  n/a

  1月 2026 - 現在

出版物

JOURNAL ARTICLE

Nafiz Ahmed Khan, David A. Romero, Joaquin E. Moran, Cristina H. Amon (2026). Effect of physics regularization on generative adversarial training for fast prediction of yawed wind turbine wakes . Energy and AI.

Pouyan Vatani, Kasinan Suthiwanich, Zidong Han, David A Romero, Sara S Nunes, Cristina H Amon, Yannis Yortsos (2026). Computational fluid dynamics enables predictable scale-up of perfusion bioreactors for microvessel production . PNAS Nexus.

Farshad Tajeddini, Yu Xuan Huang, David A. Romero, Jennifer C.Y. Chung, Cristina H. Amon (2026). In silico assessment of aortic hemodynamic sensitivity to inlet boundary conditions: Comparative analysis of 4D MRI, patient-specific, and modified generic waveforms . Computer Methods and Programs in Biomedicine.

Takiah Ebbs-Picken, David A. Romero, Carlos M. Da Silva, Cristina H. Amon (2024). Deep encoder–decoder hierarchical convolutional neural networks for conjugate heat transfer surrogate modeling . Applied Energy.

Amirmahdi Mostofinejad, Gopinath Ponnusamy Manogaran, David A. Romero, Dana Brinson, Alba E. Marin-Araujo, Aimy Bazylak, Thomas K. Waddell, Siba Haykal, Golnaz Karoubi, Cristina H. Amon (2024). In silico model development and optimization of in vitro lung cell population growth . PLOS ONE.

David A. Romero, Saeede Hasanpoor, Enrico G. A. Antonini, Cristina H. Amon (2024). Predicting wind farm wake losses with deep convolutional hierarchical encoder–decoder neural networks . APL Machine Learning.

Eric A. Chadwick, Andreas Spiegler, Takaya Suzuki, Michael G. George, David A. Romero, Cristina Amon, Thomas K. Waddell, Golnaz Karoubi, Aimy Bazylak(2021). Vessel network extraction and analysis of mouse pulmonary vasculature via X-ray micro-computed tomographic imaging . PLOS Computational Biology. 17. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString e1008930. Public Library of Science ({PLoS})

Juan Stockle, David A. Romero, Cristina H. Amon (2020). Optimization of porous stents for endovascular repair of abdominal aortic aneurysms . International Journal for Numerical Methods in Biomedical Engineering.

Enrico G.A. Antonini, David A. Romero, Cristina H. Amon(2019). Improving CFD wind farm simulations incorporating wind direction uncertainty . Renewable Energy. 133. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1011--1023. Elsevier {BV}

Cristina H. Amon, Enrico G.A. Antonini, David A Romero (2019). Improving CFD wind farm simulations incorporating wind direction uncertainty . Renewable Energy.

Sami Yamani Douzi Sorkhabi, David A. Romero, J. Christopher Beck, Cristina H. Amon(2018). Constrained multi-objective wind farm layout optimization: Novel constraint handling approach based on constraint programming . Renewable Energy. 126. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 341--353. Elsevier {BV}

Cristina H. Amon, J. Christopher Beck, Sami Yamani Douzi Sorkhabi, David A Romero (2018). Constrained multi-objective wind farm layout optimization: Novel constraint handling approach based on constraint programming . Renewable Energy.

Cristina H. Amon, David A. Romero, Danyal Rehman, Jim Kuo (2018). A novel wake model for wind farm design on complex terrains . Journal of Wind Engineering and Industrial Aerodynamics.

Cristina H. Amon, Enrico G. A. Antonini, David A Romero (2018). Analysis and Modifications of Turbulence Models for Wind Turbine Wake Simulations in Atmospheric Boundary Layers . Journal of Solar Energy Engineering-transactions of the Asme.

Cristina H. Amon, Enrico G.A. Antonini, David A Romero (2018). Continuous adjoint formulation for wind farm layout optimization: A 2D implementation . Applied Energy.

{A}ntonini, {E}nrico and {R}omero, {D}avid {A} and {A}mon, {C}ristina {H}(2017). Analysis and Modifications of Turbulence Models for Wind Turbine Wake Simulations in Atmospheric Boundary Layers. Journal of Solar Energy Engineering. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString under review.

Craig A. Simmons, Simmons CA, Cristina H. Amon, Amon CH, Jenna Usprech, Usprech J, David A Romero (2017). Combinatorial screening of 3D biomaterial properties that promote myofibrogenesis for mesenchymal stromal cell-based heart valve tissue engineering . Acta Biomaterialia.

{G}uirguis, {D}. and {R}omero, {D}avid {A} and {A}mon, {C}ristina {H}(2017). Gradient-based Multidisciplinary Design of Wind Farms with Continuous-variable Formulations. Applied Energy. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString under review.

Cristina H. Amon, David Guirguis, David A Romero (2017). Gradient-based multidisciplinary design of wind farms with continuous-variable formulations . Applied Energy.

Cristina H. Amon, Juan S. Stockle, David A Romero (2017). PROMOTING SUITABLE HEMODYNAMIC CONDITIONS FOR THROMBUS FORMATION IN ABDOMINAL AORTIC ANEURYSMS WITH MULTILAYER STENTS . PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2016, VOL. 3.

Cristina H. Amon, Jim Y. J. Kuo, Ping Gu, David A Romero (2017). UNDERSTANDING THE INFLUENCE OF TURBINE GEOMETRY AND ATMOSPHERIC TURBULENCE ON WIND TURBINE WAKES . PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2016, VOL. 6B.

Sami Yamani Douzi Sorkhabi, David A. Romero, Gary Kai Yan, Michelle Dao Gu, Joaquin Moran, Michael Morgenroth, Cristina H. Amon(2016). The impact of land use constraints in multi-objective energy-noise wind farm layout optimization . Renewable Energy. 85. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 359--370. Elsevier {BV}

Cristina H. Amon, Michael Morgenroth, Joaquin Moran, Michelle Dao Gu, Gary Kai Yan, Sami Yamani Douzi Sorkhabi, David A Romero (2016). The impact of land use constraints in multi-objective energy-noise wind farm layout optimization . Renewable Energy.

Cristina H. Amon, J. Christopher Beck, Sami Yamani Douzi Sorkhabi, David A Romero (2016). CONSTRAINED MULTI-OBJECTIVE WIND FARM LAYOUT OPTIMIZATION: INTRODUCING A NOVEL CONSTRAINT HANDLING APPROACH BASED ON CONSTRAINT PROGRAMMING . INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2015, VOL 2A.

da {S}ilva, {C}arlos and {S}aiz, {F}ernan and {R}omero, {D}avid {A} and {A}mon, {C}ristina {H}(2016). Coherent phonon transport in short-period two-dimensional superlattices of graphene and boron nitride. Physical Review B. 93. (12). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 125427. American Physical Society

Cristina H. Amon, David A. Romero, Fernan Saiz, Carlos da Silva (2016). Coherent phonon transport in short-period two-dimensional superlattices of graphene and boron nitride . Physical Review B.

David Guirguis, Cristina H. Amon, David A. Romero (2016). EFFICIENT WIND TURBINE MICROSITING IN LARGE-SCALE WIND FARMS . International Conference on Fuel Cell Science, Engineering and Technology.

Cristina H. Amon, David A. Romero, Carlos da Silva, Fernan Saiz (2016). PREDICTING PHONON THERMAL TRANSPORT IN TWO-DIMENSIONAL GRAPHENE-BORON NITRIDE SUPERLATTICES AT THE SHORT-PERIOD LIMIT . PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2015, VOL 8A.

{S}orkhabi, {S}ami {Y}amani {D}ouzi and {R}omero, {D}avid {A} and {Y}an, {G}ary {K}ai and {G}u, {M}ichelle {D}ao and {M}oran, {J}oaquin and {M}orgenroth, {M}ichael and {A}mon, {C}ristina {H}(2016). The impact of land use constraints in multi-objective energy-noise wind farm layout optimization. Renewable Energy. 85. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 359--370. Pergamon

{G}uirguis, {D}avid and {R}omero, {D}avid {A} and {A}mon, {C}ristina {H}(2016). Toward efficient optimization of wind farm layouts: Utilizing exact gradient information. Applied Energy. 179. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 110--123. Elsevier

Cristina H. Amon, David A. Romero, David Guirguis (2016). Toward efficient optimization of wind farm layouts: Utilizing exact gradient information . Applied Energy.

Cristina H. Amon, J. Christopher Beck, I. Amy Wong, Jim Y. J. Kuo, David A Romero (2016). WIND FARM LAYOUT OPTIMIZATION IN COMPLEX TERRAINS USING COMPUTATIONAL FLUID DYNAMICS . INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2015, VOL 2A.

Cristina H. Amon, J. Christopher Beck, Jim Y.J. Kuo, David A Romero (2016). Wind farm layout optimization on complex terrains - Integrating a CFD wake model with mixed-integer programming . Applied Energy.

{K}uo, {J}im {YJ} and {R}omero, {D}avid {A} and {B}eck, {J} {C}hristopher and {A}mon, {C}ristina {H}(2016). Wind farm layout optimization on complex terrains--Integrating a CFD wake model with mixed-integer programming. Applied Energy. 178. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 404--414. Elsevier

Cristina H. Amon, Francisco J. Contreras, David A Romero (2015). A MULTILEVEL OPTIMIZATION METHOD FOR THE DESIGN AND OPERATION OF STAND-ALONE HYBRID RENEWABLE ENERGY SYSTEMS FOR MULTIPLE REMOTE COMMUNITIES . ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2014, VOL 6A.

Cristina H. Amon, Jim Y. J. Kuo, David A Romero (2015). A NOVEL WAKE INTERACTION MODEL FOR WIND FARM LAYOUT OPTIMIZATION . ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2014, VOL 6B.

{K}uo, {J}im {YJ} and {R}omero, {D}avid {A} and {A}mon, {C}ristina {H}(2015). A mechanistic semi-empirical wake interaction model for wind farm layout optimization. Energy. 93. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 2157--2165. Pergamon

Cristina H. Amon, Jim Y.J. Kuo, David A Romero (2015). A mechanistic semi-empirical wake interaction model for wind farm layout optimization . Energy.

{R}omero, {D}avid {A} and {M}arin, {V}eronica {E} and {A}mon, {C}ristina {H}(2015). Error Metrics and the Sequential Refinement of Kriging Metamodels. Journal of Mechanical Design. 137. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 011402. American Society of Mechanical Engineers

Cristina H. Amon, Veronica E. Marin, David A Romero (2015). Error Metrics and the Sequential Refinement of Kriging Metamodels . Journal of Mechanical Design.

Cristina H. Amon, Michael Morgenroth, Joaquin Moran, Michelle Dao Gu, Gary Kai Yan, Sami Yamani Douzi Sorkhabi, David A Romero (2015). MULTI-OBJECTIVE ENERGY-NOISE WIND FARM LAYOUT OPTIMIZATION UNDER LAND USE CONSTRAINTS . ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2014, VOL 6B.

Cristina H. Amon, Julia Sborz, Carlos da Silva, David A Romero (2015). PREDICTING PHONON TRANSPORT IN TWO-DIMENSIONAL BORON NITRIDE-GRAPHENE SUPERLATTICES . PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2014, VOL 8A.

David A Romero (2014). A HIERARCHICAL FRAMEWORK FOR THERMAL MODELLING OF ELECTRONIC DEVICES: FROM ATOMS TO CHIPS . PROCEEDINGS OF THE ASME INTERNATIONAL TECHNICAL CONFERENCE AND EXHIBITION ON PACKAGING AND INTEGRATION OF ELECTRONIC AND PHOTONIC MICROSYSTEMS, 2013, VOL 2.

{T}urner, {SDO} and {R}omero, {DA} and {Z}hang, {PY} and {A}mon, {CH} and {C}han, {TCY}(2014). A new mathematical programming approach to optimize wind farm layouts. Renewable Energy. 63. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 674--680. Elsevier

T.C.Y. Chan, C.H. Amon, P.Y. Zhang, D.A. Romero, S.D.O. Turner (2014). A new mathematical programming approach to optimize wind farm layouts . Renewable Energy.

{K}wong, {W}ing {Y}in and {Z}hang, {P}eter {Y}un and {R}omero, {D}avid and {M}oran, {J}oaquin and {M}orgenroth, {M}ichael and {A}mon, {C}ristina(2014). Multi-Objective Wind Farm Layout Optimization Considering Energy Generation and Noise Propagation With NSGA-II. Journal of Mechanical Design. 136. (9). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 091010. American Society of Mechanical Engineers

David A Romero (2014). Multi-Objective Wind Farm Layout Optimization Considering Energy Generation and Noise Propagation With NSGA-II . Journal of Mechanical Design.

{Z}hang, {P}eter {Y} and {R}omero, {D}avid {A} and {B}eck, {J} {C}hristopher and {A}mon, {C}ristina {H}(2014). Solving wind farm layout optimization with mixed integer programs and constraint programs. EURO Journal on Computational Optimization. 2. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 195--219. Springer Berlin Heidelberg

Cristina H. Amon, J. Christopher Beck, David A. Romero, Peter Y. Zhang (2014). Solving wind farm layout optimization with mixed integer programs and constraint programs . EURO Journal on Computational Optimization.

{M}oore, {R}oxanne {A} and {R}omero, {D}avid {A} and {P}aredis, {C}hristiaan {JJ}(2014). Value-Based Global Optimization. Journal of Mechanical Design. 136. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 041003. American Society of Mechanical Engineers

Christiaan J. J. Paredis, David A. Romero, Roxanne A. Moore (2014). Value-Based Global Optimization . Journal of Mechanical Design.

{Z}hu, {Z}imu and {R}omero, {D}avid {A} and {S}ellan, {D}aniel {P} and {N}abovati, {A}ydin and {A}mon, {C}ristina {H}(2013). Assessment of the Holland model for silicon phonon-phonon relaxation times using lattice dynamics calculations. Journal of Applied Physics. 113. (17). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 173511. AIP Publishing

David A Romero (2013). Assessment of the Holland model for silicon phonon-phonon relaxation times using lattice dynamics calculations . Journal of Applied Physics.

David A Romero (2013). Solving Wind Farm Layout Optimization with Mixed Integer Programming and Constraint Programming .

Christiaan J. J. Paredis, David A. Romero, Roxanne A. Moore (2012). A RATIONAL DESIGN APPROACH TO GAUSSIAN PROCESS MODELING FOR VARIABLE FIDELITY MODELS . PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2011, VOL 5, PTS A AND B.

David Romero, Saeed Ghalambor, Cristina H. Amon, Dereje Agonafer, Niket Shah, Daniel P. Sellan, Gamal Refai-Ahmed, Aydin Nabovati (2012). ENHANCED THERMAL MAP PREDICTION AND FLOOR PLAN OPTIMIZATION IN ELECTRONIC DEVICES CONSIDERING SUB-CONTINUUM THERMAL EFFECTS . PROCEEDINGS OF THE ASME PACIFIC RIM TECHNICAL CONFERENCE AND EXHIBITION ON PACKAGING AND INTEGRATION OF ELECTRONIC AND PHOTONIC SYSTEMS, MEMS AND NEMS 2011, VOL 2.

{R}omero, {D}avid {A} and {A}mon, {C}ristina {H} and {F}inger, {S}usan(2012). Multiresponse Metamodeling in Simulation-Based Design Applications. Journal of Mechanical Design. 134. (9). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 091001. American Society of Mechanical Engineers

David A Romero (2012). Multiresponse Metamodeling in Simulation-Based Design Applications . Journal of Mechanical Design.

David Romero, Michael Morgenroth, Cristina Amon, Joaquin Moran, Peter Y. Zhang, Wing Yin Kwong (2012). Wind Farm Layout Optimization Considering Energy Generation and Noise Propagation . Volume 3: Design Automation Conference, Parts A and B.

José A. Rincón, Verónica E. Marín, David A Romero (2010). A COMPARISON OF METAMODEL-ASSISTED PRE-SCREENING CRITERIA FOR MULTI-OBJECTIVE GENETIC ALGORITHMS . PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, VOL 5, PTS A AND B.

Susan Finger, Cristina H. Amon, David A. Romero (2010). IMPROVING MULTI-RESPONSE METAMODELS WITH UPPER/LOWER BOUND INFORMATION USING MULTI-STAGE, NON-STATIONARY COVARIANCE FUNCTIONS . PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE 2010, VOL 1, PTS A AND B.

Susan Finger, Cristina H. Amon, David A. Romero (2009). A STUDY OF COVARIANCE FUNCTIONS FOR MULTI-RESPONSE METAMODELING FOR SIMULATION-BASED DESIGN AND OPTIMIZATION . DETC 2008: PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, VOL 1, PTS A AND B.

David A Romero (2005). Aerogel for microsystems thermal insulation: System design and process development . ADVANCES IN ELECTRONIC PACKAGING 2005, PTS A-C.

{W}eiss, {L}ee {E} and {A}mon, {C}ristina {H} and {F}inger, {S}usan and {M}iller, {E}ric {D} and {R}omero, {D} and {V}erdinelli, {I} and {W}alker, {LM} and {C}ampbell, {P}hil {G}(2005). Bayesian computer-aided experimental design of heterogeneous scaffolds for tissue engineering. Computer-Aided Design. 37. (11). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1127--1139. Elsevier

I. Verdinelli, D. Romero, P.G. Campbell, L.M. Walker, E.D. Miller, S. Finger, C.H. Amon, L.E. Weiss (2005). Bayesian computer-aided experimental design of heterogeneous scaffolds for tissue engineering . Computer-Aided Design.

David A Romero Modeling Time-Dependent Systems Using Multi-Stage Bayesian Surrogates .

PREPRINT

Ferdinand R. Avikpe, Faisal J. Alibhai, David A. Romero, Amirmahdi Mostofinejad, Julia E.S. Bauer, Coulter Montague, Michael A. Laflamme, Cristina H. Amon (2026). In Silico Modelling of Shear Stress and Energy Dissipation Rate Effects on Human Pluripotent Stem Cell Proliferation in Vertical-Wheel Bioreactors .

BOOK CHAPTER

{Z}hang, {P}eter and {K}uo, {J}im {Y}. {K}. and {R}omero, {D}avid {A}. and {C}han, {T}imothy {C}. {Y}. and {A}mon, {C}ristina {H}.(2017). Robust Wind Farm Layout Optimization. in press367--375Society of Industrial and Applied Mathematics

CONFERENCE PAPER

{A}ntonini, {E}nrico and {R}omero, {D}avid {A} and {A}mon, {C}ristina {H}(2016). Analysis and modifications of turbulence models for wind turbine wake simulations in atmospheric boundary layers. ASME 2016 International Mechanical Engineering Congress and Exposition. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString IMECE2016--67353.

{G}uirguis, {D}avid and {R}omero, {D}avid {A} and {A}mon, {C}ristina {H}(2016). Efficient Wind Turbine Micrositing in Large-Scale Wind Farms. ASME 2016 10\textsuperscriptth International Conference on Energy Sustainability collocated with the ASME 2016 Power Conference and the ASME 2016 14\textsuperscriptth International Conference on Fuel Cell Science, Engineering and Technology. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString V001T14A004--V001T14A004.

{C}hung, {S}teven and {N}asr, {M}iad and {G}uirguis, {D}avid and {O}tsuka, {M}asafumi and {P}oshtkouhi, {S}hahab and {L}i, {D}avid {KW} and {P}alaniappan, {V}ishal and {R}omero, {D}avid and {A}mon, {C}ristina and {O}rr, {R}ay and others(2016). Thermal and electrical co-design of a modular high-density single-phase inverter using wide-bandgap devices. 2016 IEEE Applied Power Electronics Conference and Exposition (APEC). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1350--1357.

{S}orkhabi, {S}ami {Y}amani {D}ouzi and {R}omero, {D}avid {A} and {B}eck, {J} {C}hristopher and {A}mon, {C}ristina {H}(2015). Constrained Multi-Objective Wind Farm Layout Optimization: Introducing a Novel Constraint Handling Approach Based on Constraint Programming. ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString V02AT03A031--V02AT03A031.

da {S}ilva, {C}arlos and {S}aiz, {F}ernan and {R}omero, {D}avid {A} and {A}mon, {C}ristina {H}(2015). Predicting Phonon Thermal Transport in Two-Dimensional Graphene-Boron Nitride Superlattices at the Short-Period Limit. ASME 2015 International Mechanical Engineering Congress and Exposition. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString V08AT10A002--V08AT10A002.

{K}uo, {J}im {YJ} and {W}ong, {I} {A}my and {R}omero, {D}avid {A} and {B}eck, {J} {C}hristopher and {A}mon, {C}ristina {H}(2015). Wind Farm Layout Optimization in Complex Terrains Using Computational Fluid Dynamics. ASME 2015 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString V02AT03A032--V02AT03A032.

{C}ontreras, {F}rancisco {J} and {R}omero, {D}avid {A} and {A}mon, {C}ristina {H}(2014). A Multilevel Optimization Method for the Design and Operation of Stand-Alone Hybrid Renewable Energy Systems for Multiple Remote Communities. ASME 2014 International Mechanical Engineering Congress and Exposition. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString V06AT07A022--V06AT07A022.

{K}uo, {J}im {YJ} and {R}omero, {D}avid {A} and {A}mon, {C}ristina {H}(2014). A Novel Wake Interaction Model for Wind Farm Layout Optimization. ASME 2014 International Mechanical Engineering Congress and Exposition. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString V06BT07A074--V06BT07A074.

{S}orkhabi, {S}ami {Y}amani {D}ouzi and {R}omero, {D}avid {A} and {Y}an, {G}ary {K}ai and {G}u, {M}ichelle {D}ao and {M}oran, {J}oaquin and {M}orgenroth, {M}ichael and {A}mon, {C}ristina {H}(2014). Multi-Objective Energy-Noise Wind Farm Layout Optimization Under Land Use Constraints. ASME 2014 International Mechanical Engineering Congress and Exposition. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString V06BT07A067--V06BT07A067.

da {S}ilva, {C}arlos and {S}borz, {J}ulia and {R}omero, {D}avid {A} and {A}mon, {C}ristina {H}(2014). Predicting Phonon Transport in Two-Dimensional Boron Nitride-Graphene Superlattices. ASME 2014 International Mechanical Engineering Congress and Exposition. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString V08AT10A004--V08AT10A004.

{R}omero, {D}avid {A} and {P}akseresht, {E}lham and {S}ellan, {D}aniel and {N}abovati, {A}ydin and {A}mon, {C}ristina(2013). A Hierarchical Framework for Thermal Modelling of Electronic Devices: From Atoms to Chips. ASME 2013 International Technical Conference and Exhibition on Packaging and Integration of Electronic and Photonic Microsystems. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString V002T08A043--V002T08A043.

{C}hen, {W}.{L}.{K}. and {R}omero, {D}.{A}. and {O}akes, {P}.{W}. and {S}ider, {K}.{L}. and {A}mon, {C}.{H}. and {S}immons, {C}.{A}.(2013). Matrix Microarrays to Screen Stem Cell-Matrix Interactions Reveal Cdc42 as a Convergent Regulator of Osteogenesis by Matrix Mechanical and Biochemical Signaling. 7th International Conference on Microtechnologies in Medicine and Biology.

{H}uang, {W}. and {R}omero, {D}. and {N}abovati, {A}. and {B}azylak, {A}. and {A}mon, {C}.(2013). Numerical Study of the Development Length in Channels that are Partially Filled with Porous Material. 10th International Conference on Mesoscale Methods in Engineering and Science (ICMMES). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString Manuscript--No.

{Z}hang, {P}eter {Y} and {R}omero, {D}avid {A} and {B}eck, {J} {C}hristopher and {A}mon, {C}ristina {H}(2013). Solving wind farm layout optimization with mixed integer programming and constraint programming. International Conference on AI and OR Techniques in Constriant Programming for Combinatorial Optimization Problems. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 284--299.

{C}hen, {W}.{L}.{K}. and {R}omero, {D}. and {A}mon, {C}. and {S}immons, {C}.(2012). Cdc42 mediates contractility-independent matrix mechanical and biochemical signaling in mesenchymal stem cell osteogenic differentiation. Annual Meeting of the Biomedical Engineering Society.

{K}wong, {WY} and {Z}hang, {PY} and {R}omero, {D} and {M}oran, {J} and {M}orgenroth, {M} and {A}mon, {C}(2012). Multi-objective Optimization of Wind Farm Layouts under Energy Generation and Noise Propagation. Proceedings of the ASME 2012 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, IDETC/CIE.

{Z}hang, {P}.{Y}. and {A}mon, {C}. and {C}han, {T}.{C}. and {R}omero, {D}.{A}.(2012). Robust Wind Farm Layout Optimization with Mixed Integer Programming. INFORMS Annual Meeting.

{K}wong, {W}ing {Y}in and {Z}hang, {P}eter {Y} and {R}omero, {D}avid and {M}oran, {J}oaquin and {M}orgenroth, {M}ichael and {A}mon, {C}ristina(2012). Wind farm layout optimization considering energy generation and noise propagation. ASME 2012 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 323--332.

{M}oore, {R}oxanne {A} and {R}omero, {D}avid {A} and {P}aredis, {C}hristiaan {JJ}(2011). A rational design approach to gaussian process modeling for variable fidelity models. ASME 2011 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 727--740.

{R}omero, {D}avid and {N}abovati, {A}ydin and {R}efai-{A}hmed, {G}amal and {S}ellan, {D}aniel {P} and {G}halambor, {S}aeed and {S}hah, {N}iket and {A}gonafer, {D}ereje and {A}mon, {C}ristina {H}(2011). Enhanced Thermal Map Prediction and Floor Plan Optimization in Electronic Devices Considering Sub-Continuum Thermal Effects. ASME 2011 Pacific Rim Technical Conference and Exhibition on Packaging and Integration of Electronic and Photonic Systems. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 241--249.

{R}omero, {D}avid {A} and {A}mon, {C}ristina {H} and {F}inger, {S}usan(2010). Improving Multi-Response Metamodels With Upper/Lower Bound Information Using Multi-Stage, Non-Stationary Covariance Functions. ASME 2010 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 611--621.

{M}arin, {V}eronica {E} and {R}incon, {J}ose {A} and {R}omero, {D}avid {A}(2009). A Comparison of Metamodel-Assisted Pre-Screening Criteria for Multi-Objective Genetic Algorithms. ASME 2009 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 853--862.

{R}omero, {D}avid {A} and {A}mon, {C}ristina {H} and {F}inger, {S}usan(2008). A study of covariance functions for multi-response metamodeling for simulation-based design and optimization. ASME 2008 International Design Engineering Technical Conference, Brooklyn, NY. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 3--6.

{R}omero, {D}avid {A} and {A}mon, {C}ristina {H} and {F}inger, {S}usan(2006). On adaptive sampling for single and multi-response bayesian surrogate models. ASME 2006 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 393--404.

{S}mith, {B}rian and {R}omero, {D}avid and {A}gonafer, {D}amena and {G}u, {J}ason and {A}mon, {C}ristina {H}(2005). Aerogel for Microsystems Thermal Insulation: System Design and Process Development. ASME 2005 Summer Heat Transfer Conference collocated with the ASME 2005 Pacific Rim Technical Conference and Exhibition on Integration and Packaging of MEMS, NEMS, and Electronic Systems. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 753--762.

{R}omero, {D}avid {A} and {A}mon, {C}ristina and {F}inger, {S}usan and {V}erdinelli, {I}sabella(2004). Multi-stage Bayesian surrogates for the design of time-dependent systems. ASME 2004 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 405--414.

{R}omero, {D}avid {A} and {A}mon, {C}ristina and {F}inger, {S}usan(2003). Modeling Time-Dependent Systems Using Multi-Stage Bayesian Surrogates. ASME 2003 International Mechanical Engineering Congress and Exposition. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 47--57.

{R}omero, {D} and {R}incon, {J} and {A}lmao, {N}(2001). Optimization of the thermal behavior of tropical buildings. 7th International IBPSA Conference. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1079--1084.

DISSERTATION THESIS

{R}omero, {D}avid {A}(2008). A multi-stage, multi-response Bayesian methodology for surrogate modeling in engineering design. ProQuest