Luke Rogers

Engineering · Physical Sciences

12h-index3.2kcitations27works0.02yr avg
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Research Topics

Innovative Microfluidic and Catalytic Techniques Innovation(8), Machine Learning in Materials Science(6), Computational Drug Discovery Methods(5), Chemical Synthesis and Analysis(3), Manufacturing Process and Optimization(3)

Publications27 total

Convergence, optimization and stability of singular eigenmaps
arXiv (Cornell University)·2024Open Access
Leveraging first-principles and empirical models for disturbance detection in continuous pharmaceutical syntheses
Journal of Flow Chemistry·2023· 4 cited
302 Creating safer road designs: star ratings for road safety audits
Abstracts·2022· 1 cited
Robert Strichartz
Notices of the American Mathematical Society·2022Open Access
PAT Implementation on a Mobile Continuous Pharmaceutical Manufacturing System: Real-Time Process Monitoring with In-Line FTIR and Raman Spectroscopy
Organic Process Research & Development·2021· 44 cited
On-Demand Continuous Manufacturing of Ciprofloxacin in Portable Plug-and-Play Factories: Development of a Highly Efficient Synthesis for Ciprofloxacin
Organic Process Research & Development·2021· 25 cited
Human-in-the-Loop Flight Training of a Quadcopter for Autonomous Systems
Advances in intelligent systems and computing·2021
Continuous Production of Five Active Pharmaceutical Ingredients in Flexible Plug-and-Play Modules: A Demonstration Campaign
Organic Process Research & Development·2020· 78 cited
A robotic platform for flow synthesis of organic compounds informed by AI planning
Science·2019· 1.0k cited
Continuous manufacturing – the Green Chemistry promise?
2019· 7 cited
Besov class via heat semigroup on Dirichlet spaces III: BV functions and sub-Gaussian heat kernel estimates
arXiv (Cornell University)·2019· 1 citedOpen Access
Continuous manufacturing – the Green Chemistry promise?
Green Chemistry·2019· 329 citedOpen Access
A graph-convolutional neural network model for the prediction of chemical reactivity
Chemical Science·2018· 678 citedOpen Access
Besov class via heat semigroup on Dirichlet spaces I: Sobolev type\n inequalities
arXiv (Cornell University)·2018Open Access
A Graph-Convolutional Neural Network Model for the Prediction of Chemical Reactivity
2018· 118 citedOpen Access
A Graph-Convolutional Neural Network Model for the Prediction of Chemical Reactivity
2018· 3 citedOpen Access
SCScore: Synthetic Complexity Learned from a Reaction Corpus
Journal of Chemical Information and Modeling·2018· 352 cited
Development of an intelligent self-learning product assembly system using visual identification
2018
Automated programming robot component transfer system utilizing machine vision as detection interface
MATEC Web of Conferences·2018Open Access
Computer-Assisted Retrosynthesis Based on Molecular Similarity
DSpace@MIT (Massachusetts Institute of Technology)·2017Open Access
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Frequent Co-authors

Klavs F. Jensen(12), Connor W. Coley(7), William H. Green(7), Timothy F. Jamison(5), Alexander Teplyaev(4), Travis Hart(3), Wengong Jin(3), Tommi Jaakkola(3), Regina Barzilay(3), Yuma Miyai(3), Anna Formosa(3), Cameron Armstrong(3), Thomas D. Roper(3), Dale A. Thomas(2), Victor Schultz(2), Joseph Imbrogno(2), H.J. Vermaak(2), Patricia Alonso Ruiz(2), Fabrice Baudoin(2), Li Chen(2)