Kevin P. Greenman
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Learning matter: Materials design with machine learning and atomistic simulations
S Axelrod, D Schwalbe-Koda, S Mohapatra, J Damewood, KP Greenman, ...
Accounts of Materials Research 3 (3), 343-357, 2022
Multi-fidelity prediction of molecular optical peaks with deep learning
KP Greenman, WH Green, R Gómez-Bombarelli
Chemical Science, 2022
Lattice-constant and band-gap tuning in wurtzite and zincblende BInGaN alloys
K Greenman, L Williams, E Kioupakis
Journal of Applied Physics 126 (5), 055702, 2019
Benchmarking Uncertainty Quantification for Protein Engineering
KP Greenman, A Soleimany, KK Yang
ICLR2022 Machine Learning for Drug Discovery, 2022
An Undergraduate-Led, Research-Based Course That Complements a Traditional Chemical Engineering Curriculum
S Butrus, K Greenman, E Khera, I Kopyeva, A Nishii
Chemical Engineering Education 54 (2), 97-106, 2020
Automated patent extraction powers generative modeling in focused chemical spaces
A Subramanian, K Greenman, A Gervaix, T Yang, R Gómez-Bombarelli
arXiv preprint arXiv:2303.08272, 2023
Automatic chemical dataset generation, labeling, and modeling from patent literature queries
KP Greenman, A Subramanian, A Gervaix, R Gómez-Bombarelli
ACS Fall 2022, 2022
Transfer Learning for Prediction of Absorption and Emission Spectra from Multi-Fidelity Data
KP Greenman, WH Green, R Gómez-Bombarelli
2021 AIChE Annual Meeting, 2021
Designing and Synthesizing Novel Dye Molecules Using Generative Modeling and Data-Driven Synthesis Planning
C Bilodeau, B Koscher, KP Greenman, R Gómez-Bombarelli, KF Jensen
2021 AIChE Annual Meeting, 2021
Predicting absorption spectra of molecular dyes using deep learning
KP Greenman, S Axelrod, WH Green, R Gómez-Bombarelli
ACS Spring 2021, 2021
Lattice Constant and Band Gap Tuning in BInGaN Alloys for Next-Generation LEDs
K Greenman, L Williams, E Kioupakis
APS Meeting Abstracts, 2019
Computational Catalysis: Creating a User-Friendly Tool for Research and Education
KP Greenman, P Liao
2018 AIChE Annual Meeting, 2018
Computational Catalysis with DFT
K Greenman, P Liao
nanoHUB, 2018
BInGaN alloys lattice-matched to GaN for high-power high-efficiency visible LEDs
L Williams, K Greenman, E Kioupakis
APS Meeting Abstracts, 2018
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