プロフィール詳細

プロジェクトを作成

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Dr. Kuba O.に依頼

Ireland

Neuromodulation Specialist | Adaptive DBS, Neural Modelling, Scientific Computing

プロフィール概要

I am a computational neuroscientist specialising in closed-loop neuromodulation, deep brain stimulation, and control-based approaches to brain dynamics. My work combines mechanistic modelling, simulation, and algorithm design to study how stimulation interacts with neural tissue and to develop robust adaptive control strategies. I have led research projects in computational neuroscience, developed finite-element and conductance-based models, and built reproducible simulation workflows in Python and NEURON. I have also taught postgraduate courses, supervised students, and secured over €200,000 in competitive research funding. I am available for consulting, project-based technical support, tutoring, and methods review in DBS, computational neuroscience, neural modelling, scientific computing, and related neurotechnology projects.

専門分野

• ★ Computational Neuroscience
• ★ Python
• ☆ Neuroscience
• ☆ Systems Neuroscience
• ☆ Electrical Engineering
• ☆ Signal Processing
• ☆ Computer Science
• ☆ Supercomputing
• ☆ Parallel Computing
• ☆ Software Engineering
• ☆ Information Technology
• ☆ Database Management
• ☆ Network Engineering
• ☆ Software Architecture
• ☆ Robot Programming
• ☆ Data Analysis
• ☆ Computer Simulation/Computational Modeling
• ☆ Algorithm Design
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Data Visualization
• ☆ Machine Learning
• ☆ Neural Networks
• ☆ Artificial Intelligence
• ☆ Fuzzy Logic
• ☆ Applied Mathematics
• ☆ Mathematical Control Theory
• ☆ Matlab
• ☆ SQL
• ☆ Excel
• ☆ LaTex
• ☆ R
• ☆ Markup Languages

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing, Audio Transcription, General Proofreading & Editing, Translation

Research Fact Checking, Gap Analysis, Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Statistical Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

Product Development Formulation, Reverse Engineering

職務経験

Research Fellow

University College Dublin

1月 2024 - 現在

Postdoctoral researcher

University College Dublin

10月 2020 - 12月 2023

Postdoctoral Researcher

Centralesupelec

1月 2020 - 3月 2020

学歴

PhD in Control Theory (Laboratoire des Signaux et Systèmes)

University of Paris-Saclay

10月 2016 - 12月 2019

MSc in Applications of Physics in Biology and Medicine (Faculty of Physics)

University of Warsaw

10月 2014 - 9月 2016

BSc in Applications of Physics in Biology and Medicine (Faculty of Physics)

University of Warsaw

10月 2011 - 9月 2014

認定資格

• 認定資格の詳細は未入力です。

出版物

BOOK CHAPTER

C Join, J Orłowski, A Chaillet, M Lowery, H Mounier, M Fliess(2026). A Model-Free Control Strategy for Selective Disruption of Parkinsonian Brain Oscillations . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 15959 LNCS. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 388--401.

CONFERENCE PAPER

Join, C., Orłowski, J., Chaillet, A., Lowery, M., Mounier, H., Fliess, M.(2026). A Model-Free Control Strategy for Selective Disruption of Parkinsonian Brain Oscillations . Lecture Notes in Computer Science. 15959 LNCS. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 388-401.

Cédric Join, Jakub Orłowski, Antoine Chaillet, Madeleine Lowery, Hugues Mounier, Michel Fliess(2025). Disruption of parkinsonian brain oscillations . arXiv

Jakub Orłowski, Madeleine M. Lowery(2023). Iterative feedback tuning of proportional-integral controller parameters for adaptive deep brain stimulation . 2023 11th International IEEE/EMBS Conference on Neural Engineering (NER). {IEEE}

Judith Evers, Jakub Orlowski, hanne Jahns, madeleine Lowery(2023). Comparable reduction in Parkinson-like motor symptoms with conventional and adaptive deep brain stimulation in Parkinsonian rats. https://meetings.bna.org.uk/bna2023/bna2023/bna2023-book-of-abstracts/. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 234--234. BNA

J Orlowski, M M Lowery(2023). Iterative feedback tuning of proportional-integral controller parameters for adaptive deep brain stimulation . International IEEE/EMBS Conference on Neural Engineering, NER. 2023-April.

Orlowski, J., Lowery, M.M.(2023). Iterative feedback tuning of proportional-integral controller parameters for adaptive deep brain stimulation . International IEEE EMBS Conference on Neural Engineering Ner. 2023-April.

A Chaillet, J Orlowski, P Pepe(2019). A relaxed Lyapunov-Krasovskii condition for global exponential stability of Lipschitz time-delay systems . Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control. 2019-December. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 43--48.

Antoine Chaillet, Jakub Orlowski, Pierdomenico Pepe(2019). A relaxed Lyapunov-Krasovskii condition for global exponential stability of Lipschitz time-delay systems . 2019 IEEE 58th Conference on Decision and Control (CDC). {IEEE}

Orlowski, J., Chaillet, A., Sigalotti, M., Destexhe, A.(2019). Adaptive stimulation strategy for selective brain oscillations disruption in a neuronal population model with delays . IFAC Papersonline. 51. (34). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 250-251.

Chaillet, A., Orlowski, J., Pepe, P.(2019). A relaxed Lyapunov-Krasovskii condition for global exponential stability of Lipschitz time-delay systems . Proceedings of the IEEE Conference on Decision and Control. 2019-December. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 43-48.

(2018). Adaptive Scheme for Pathological Oscillations Disruption in a Delayed Neuronal Population Model .

J Orlowski, A Chaillet, M Sigalotti, A Destexhe(2018). Adaptive Scheme for Pathological Oscillations Disruption in a Delayed Neuronal Population Model . Proceedings of the ... IEEE Conference on Decision & Control / IEEE Control Systems Society. IEEE Conference on Decision & Control. 2018-December. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 5189--5194.

Orlowski, J., Chaillet, A., Sigalotti, M., Destexhe, A.(2018). Adaptive Scheme for Pathological Oscillations Disruption in a Delayed Neuronal Population Model . Proceedings of the IEEE Conference on Decision and Control. 2018-December. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 5189-5194.

OTHER

Cédric Join, Jakub Orłowski, Antoine Chaillet, Madeleine Lowery, Hugues Mounier, Michel Fliess(2025). Disruption of parkinsonian brain oscillations .

Join, C., Orłowski, J., Chaillet, A., Lowery, M., Mounier, H., Fliess, M.(2025). A model-free control strategy for selective disruption of parkinsonian brain oscillations . Arxiv.

Jakub Orlowski, Paul Cuffe(2023). Arduino-Style C++ Coding in the Browser: Experience in an Introductory Robotics Module for General Engineering Students. https://www.dpublication.com/abstract-of-6th-icmetl/93-6841/.

JOURNAL ARTICLE

J Evers, J Orłowski, H Jahns, M M Lowery(2024). On-Off and Proportional Closed-Loop Adaptive Deep Brain Stimulation Reduces Motor Symptoms in Freely Moving Hemiparkinsonian Rats . Neuromodulation. 27. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 476--488.

Evers, J., Orłowski, J., Jahns, H., Lowery, M.M.(2024). On-Off and Proportional Closed-Loop Adaptive Deep Brain Stimulation Reduces Motor Symptoms in Freely Moving Hemiparkinsonian Rats . Neuromodulation. 27. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 476-488.

Judith Evers, Jakub Orłowski, Hanne Jahns, Madeleine M. Lowery(2023). On-Off and Proportional Closed-Loop Adaptive Deep Brain Stimulation Reduces Motor Symptoms in Freely Moving Hemiparkinsonian Rats . Neuromodulation: Technology at the Neural Interface. Elsevier {BV}

J Orłowski, A Chaillet, A Destexhe, M Sigalotti(2022). Adaptive control of Lipschitz time-delay systems by sigma modification with application to neuronal population dynamics . Systems & control letters (Print). 159.

Jakub Orłowski, Antoine Chaillet, Alain Destexhe, Mario Sigalotti (2022). Adaptive control of Lipschitz time-delay systems by sigma modification with application to neuronal population dynamics . Systems & Control Letters.

Orłowski, J., Chaillet, A., Destexhe, A., Sigalotti, M.(2022). Adaptive control of Lipschitz time-delay systems by sigma modification with application to neuronal population dynamics . Systems and Control Letters. 159.

(2020). Self-Tuning Deep Brain Stimulation Controller for Suppression of Beta Oscillations: Analytical Derivation and Numerical Validation . Frontiers in Neuroscience.

J E Fleming, J Orłowski, M M Lowery, A Chaillet(2020). Self-Tuning Deep Brain Stimulation Controller for Suppression of Beta Oscillations: Analytical Derivation and Numerical Validation . Frontiers in Neuroscience. 14.

J Orłowski, A Chaillet, M Sigalotti(2020). Counterexample to a Lyapunov Condition for Uniform Asymptotic Partial Stability . IEEE Control Systems Letters. 4. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 397--401.

Jakub Orlowski, Antoine Chaillet, Mario Sigalotti(2020). Counterexample to a Lyapunov Condition for Uniform Asymptotic Partial Stability . IEEE Control Systems Letters. 4. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 397--401. Institute of Electrical and Electronics Engineers ({IEEE})

Orłowski, J., Chaillet, A., Sigalotti, M.(2020). Counterexample to a Lyapunov Condition for Uniform Asymptotic Partial Stability . IEEE Control Systems Letters. 4. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 397-401.

Fleming, J.E., Orłowski, J., Lowery, M.M., Chaillet, A.(2020). Self-Tuning Deep Brain Stimulation Controller for Suppression of Beta Oscillations: Analytical Derivation and Numerical Validation . Frontiers in Neuroscience. 14.

J Orlowski, A Chaillet, M Sigalotti, A Destexhe(2019). Adaptive stimulation strategy for selective brain oscillations disruption in a neuronal population model with delays . IFAC-PapersOnLine. 51. (34). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 250--251.

M Jelisavcic, M De Carlo, E Hupkes, P Eustratiadis, J Orlowski, E Haasdijk, J E Auerbach, A E Eiben(2017). Real-World Evolution of Robot Morphologies: A Proof of Concept . Artificial Life. 23. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 206--235.

(2017). Real-World Evolution of Robot Morphologies: A Proof of Concept .

DISSERTATION THESIS

(2019). Adaptive control of time-delay systems to counteract pathological brain oscillations .

Jakub Orłowski Adaptive control of time-delay systems to counteract pathological brain oscillations . Agence Bibliographique de l'Enseignement Supérieur