J
Jacob I. Monroe Data-verified
Affiliation confirmed via AI analysis of OpenAlex, ORCID, and web sources.
Assistant Professor - Engineering
faculty
14 h-index
39 pubs
977 cited
Research Areas
Links
Biography and Research Information
OverviewAI-generated summary
Jacob I. Monroe is an Assistant Professor whose research program investigates the application of computational methods to complex systems. His work includes the use of molecular dynamics simulations and machine learning techniques to understand thermodynamic properties and conformational landscapes of molecular systems. Monroe has explored entropic control in interfacial hydration within mesoporous organosilicas and has quantified peptoid conformational landscapes through integrated experiment and simulation.
His research also extends to energy systems, focusing on agent-based modeling approaches to enhance power outage resilience and evaluate peer-to-peer electricity markets. Monroe has also contributed to modeling infrastructure for decarbonization efforts and analyzed the role of emerging technologies in electricity system transitions. He has published 40 papers with 964 citations and an h-index of 14. Key collaborators at the University of Arkansas at Fayetteville include S. Ranil Wickramasinghe, Chidambaram Thamaraiselvan, and Edgar C. Clausen.
Metrics
- h-index: 14
- Publications: 39
- Citations: 977
Selected Publications
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Techno‐Economic Analysis of Membrane‐Based Purification Platforms for AAV Vector Production (2025)
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Reweighting configurations generated by transferable, machine learned models for protein sidechain backmapping (2025)
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Grand challenges in membrane transport, modeling and simulation (2024)
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Classification and authentication of materials using prompt gamma ray activation analysis (2023)
Collaboration Network
Top Collaborators
Vincent K. Shen
National Institute of Standards and Technology (US)
4 shared publications
- Learning Efficient, Collective Monte Carlo Moves with Variational Autoencoders
- Leveraging uncertainty estimates and derivative information in Gaussian process regression for efficient collection and use of molecular simulation data
- Classification and authentication of materials using prompt gamma ray activation analysis
- Systematic control of collective variables learned from variational autoencoders
Madeleine McPherson
Sustainable Energy Systems (United Kingdom) (GB)
4 shared publications
- Open-source modelling infrastructure: Building decarbonization capacity in Canada
- The role of emerging technologies in Canada's electricity system transition
- Integrated planning and operation of power systems: Flexibility in high penetration of wind and solar
- Integrated Planning and Operation of Power Systems: Flexibility in High Penetration of Wind and Solar
Mohammad Miri
Sustainable Energy Systems (United Kingdom) (GB)
3 shared publications
- Open-source modelling infrastructure: Building decarbonization capacity in Canada
- Integrated planning and operation of power systems: Flexibility in high penetration of wind and solar
- Integrated Planning and Operation of Power Systems: Flexibility in High Penetration of Wind and Solar
Thomas M. Casey
University of California, Santa Barbara (US)
2 shared publications
- Evidence for Entropically Controlled Interfacial Hydration in Mesoporous Organosilicas
- Quantifying Polypeptoid Conformational Landscapes through Integrated Experiment and Simulation
Songi Han
University of California, Santa Barbara (US)
2 shared publications
- Evidence for Entropically Controlled Interfacial Hydration in Mesoporous Organosilicas
- Quantifying Polypeptoid Conformational Landscapes through Integrated Experiment and Simulation
M. Scott Shell
University of California, Santa Barbara (US)
2 shared publications
- Evidence for Entropically Controlled Interfacial Hydration in Mesoporous Organosilicas
- Quantifying Polypeptoid Conformational Landscapes through Integrated Experiment and Simulation
Reza Arjmand
University of Victoria (CA)
2 shared publications
- Open-source modelling infrastructure: Building decarbonization capacity in Canada
- The role of emerging technologies in Canada's electricity system transition
Tamara Knittel
Integrated Systems Solutions (United States) (US)
2 shared publications
- Integrated planning and operation of power systems: Flexibility in high penetration of wind and solar
- Integrated Planning and Operation of Power Systems: Flexibility in High Penetration of Wind and Solar
S. Ranil Wickramasinghe
University of Arkansas at Fayetteville
2 shared publications
In database
- Grand challenges in membrane transport, modeling and simulation
- Techno‐Economic Analysis of Membrane‐Based Purification Platforms for AAV Vector Production
Curran Crawford
University of Victoria (CA)
2 shared publications
- Using electric vehicles to enhance power outage resilience – An agent-based modeling approach
- Using Electric Vehicles to Enhance Power Outage Resilience – An Agent-Based Modeling Approach
Sally Jiao
University of California, Santa Barbara (US)
1 shared publication
- Quantifying Polypeptoid Conformational Landscapes through Integrated Experiment and Simulation
Audra J. DeStefano
University of California, Santa Barbara (US)
1 shared publication
- Quantifying Polypeptoid Conformational Landscapes through Integrated Experiment and Simulation
Mikayla Barry
University of California, Santa Barbara (US)
1 shared publication
- Quantifying Polypeptoid Conformational Landscapes through Integrated Experiment and Simulation
Nicholas Sherck
University of California, Santa Barbara (US)
1 shared publication
- Quantifying Polypeptoid Conformational Landscapes through Integrated Experiment and Simulation
Rachel A. Segalman
University of California, Santa Barbara (US)
1 shared publication
- Quantifying Polypeptoid Conformational Landscapes through Integrated Experiment and Simulation
Similar Researchers
Based on overlapping research topics
Madison E. Martin
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Feng Wang
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