Alejandro Strachan

19 papers Journal 18Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Evaluating LLM-generated code for domain-specific languages: molecular dynamics with LAMMPS.
CoRR
Ethan Holbrook, Juan C. Verduzco, Alejandro Strachan
2026 J jnl
Physics-constrained Gaussian Processes for Predicting Shockwave Hugoniot Curves.
CoRR
George D. Pasparakis, Himanshu Sharma, Rushik Desai, Chunyu Li, Alejandro Strachan, Lori Graham-Brady, Michael D. Shields
2025 J jnl
A collaborative digital twin built on FAIR data and compute infrastructure.
CoRR
Thomas M. Deucher, Juan C. Verduzco, Michael Titus, Alejandro Strachan
2025 J jnl
Bridging the synthesizability gap in perovskites by combining computations, literature data, and PU learning.
Mach. Learn. Sci. Technol.
Rushik Desai, Junyeong Ahn, Alejandro Strachan, Arun Mannodi-Kanakkithodi
2025 J jnl
Data Fusion of Deep Learned Molecular Embeddings for Property Prediction.
CoRR
Robert J. Appleton, Brian C. Barnes, Alejandro Strachan
2025 J jnl
Data Fusion of Deep Learned Molecular Embeddings for Property Prediction.
J. Chem. Inf. Model.
Robert J. Appleton, Brian C. Barnes, Alejandro Strachan
2024 J jnl
Multi-Task Multi-Fidelity Learning of Properties for Energetic Materials.
CoRR
Robert J. Appleton, Daniel Klinger, Brian H. Lee, Michael Taylor, Sohee Kim, Samuel Blankenship, Brian C. Barnes, Steven F. Son, Alejandro Strachan
2023 J jnl
GPT-4 as an interface between researchers and computational software: improving usability and reproducibility.
CoRR
Juan C. Verduzco, Ethan Holbrook, Alejandro Strachan
2023 J jnl
Hubzero: Community Growth for Four Science Gateways Supporting Open Science.
Comput. Sci. Eng.
Sandra Gesing, Claire Stirm, Gerhard Klimeck, Lynn K. Zentner, Su Wang, Braulio Misael Villegas-Martínez, Hector M. Moya-Cessa, Carrie Diaz Eaton, Samuel S. Donovan, Carol X. Song, Lan Zhao, I Luk Kim, Alejandro Strachan, Michael G. Zentner, Rajesh Kalyanam
2023 J jnl
Lennard Jones Token: a blockchain solution to scientific data curation.
CoRR
Brian H. Lee, Alejandro Strachan
2022 — conf
Open Science via HUBzero: Exploring Five Science Gateways Supporting and Growing their Open Science Communities.
HICSS
Sandra Gesing, Claire Stirm, Gerhard Klimeck, Lynn K. Zentner, Su Wang, Braulio Misael Villegas-Martínez, Carrie Diaz Eaton, Samuel S. Donovan, Lan Zhao, Carol X. Song, I Luk Kim, Alejandro Strachan, Michael G. Zentner, Rajesh Kalyanam
2021 J jnl
Sim2Ls: FAIR simulation workflows and data.
CoRR
Martin Hunt, Steven Clark, Daniel Mejia, Saaketh Desai, Alejandro Strachan
2020 J jnl
Parsimonious neural networks learn classical mechanics and can teach it.
CoRR
Saaketh Desai, Alejandro Strachan
2017 J jnl
Error correction in multi-fidelity molecular dynamics simulations using functional uncertainty quantification.
J. Comput. Phys.
Samuel Temple Reeve, Alejandro Strachan
2016 J jnl
Separation of aleatory and epistemic uncertainty in probabilistic model validation.
Reliab. Eng. Syst. Saf.
Joshua Mullins, You Ling, Sankaran Mahadevan, Lin Sun, Alejandro Strachan
2015 J jnl
PUQ: A code for non-intrusive uncertainty propagation in computer simulations.
Comput. Phys. Commun.
Martin Hunt, Benjamin Haley, Michael McLennan, Marisol Koslowski, Jayathi Murthy, Alejandro Strachan
2011 J jnl
Uncertainty propagation in a multiscale model of nanocrystalline plasticity.
Reliab. Eng. Syst. Saf.
Marisol Koslowski, Alejandro Strachan
2010 J jnl
Cyber-Enabled Simulations in Nanoscale Science and Engineering.
Comput. Sci. Eng.
Alejandro Strachan, Gerhard Klimeck, Mark S. Lundstrom
2010 J jnl
Molecular Dynamics Simulations of Strain Engineering and Thermal Transport in Nanostructured Materials.
Comput. Sci. Eng.
Yumi Park, Ya Zhou, Janam Jhaveri, Alejandro Strachan