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David A. C. Beck
David A. C. Beck
Assoc. Res. Prof. (Chem. Eng.) Dir. of Res. (eScience Institute), UW
Verified email at uw.edu - Homepage
Title
Cited by
Year
Final Technical Report: Identifying Performance Advantaged Biobased Chemicals Utilizing Bioprivileged Molecules
BH Shanks, D Beck, LJ Broadbelt, EW Cochran, GA Kraus, J Pfaendtner, ...
Iowa State University, Ames, IA; Northwestern Univ., Evanston, IL (United …, 2024
2024
A learnable transition from low temperature to high temperature proteins with neural machine translation
E Komp, C Phillips, HN Alanzi, M Zorman, DAC Beck
bioRxiv, 2024.02. 06.579188, 2024
2024
Microbial community structures in family anaerobic digesters reveal potentially differing waste conversion pathways
HL Gough, A Kargol, DAC Beck, BG Therrien, BM Dahal, MD Marsolek
Environmental Engineering Science 40 (11), 535-549, 2023
12023
Homologous Pairs of Low and High Temperature Originating Proteins Spanning the Known Prokaryotic Universe
E Komp, HN Alanzi, R Francis, C Vuong, L Roberts, A Mosallanejad, ...
Scientific Data 10 (1), 682, 2023
12023
Identifying Performance Advantaged Biobased Chemicals Utilizing Bioprivileged Molecules
BH Shanks, D Beck, L Broadbelt, EW Cochran, GA Kraus, J Pfaendtner, ...
Iowa State Univ., Ames, IA (United States), 2023
2023
Mass-Suite: a novel open-source python package for high-resolution mass spectrometry data analysis
X Hu, D Mar, N Suzuki, B Zhang, KT Peter, DAC Beck, EP Kolodziej
Journal of Cheminformatics 15 (1), 87, 2023
2023
Efficient 3D Molecular Design with an E (3) Invariant Transformer VAE
O Dollar, N Joshi, J Pfaendtner, DAC Beck
The Journal of Physical Chemistry A 127 (37), 7844-7852, 2023
12023
A methanotrophic bacterium to enable methane removal for climate mitigation
L He, JD Groom, EH Wilson, J Fernandez, MC Konopka, DAC Beck, ...
Proceedings of the National Academy of Sciences 120 (35), e2310046120, 2023
92023
Probing the limits of deep learning methods for predicting gene expression in non-model microbes
EH Wilson, ME Lidstrom, DAC Beck
Gene 4, 300bp, 2023
2023
Principles of the Battery Data Genome
L Ward, S Babinec, EJ Dufek, DA Howey, V Viswanathan, M Aykol, ...
Joule 7 (1), 238, 2023
2023
Author Correction: Homologous Pairs of Low and High Temperature Originating Proteins Spanning the Known Prokaryotic Universe
E Komp, HN Alanzi, R Francis, C Vuong, L Roberts, A Mosallanejad, ...
Scientific Data 10, 2023
2023
C-HACK: A Data Science Tutorial and Hackathon for Undergraduate Students in Chemical Engineering.
EA Komp, B Pelkie, N Janulaitis, M Abel, I Castillo, LH Chiang, Y Peng, ...
Chemical Engineering Education 57 (1), 17-26, 2023
2023
ChargEVal—A multi-user framework for simulating and analysing charging station deployment scenarios using agent-based modelling
C Pathak, D Beck, D MacKenzie
SoftwareX 20, 101254, 2022
2022
Quick and Accurate Estimates of Mutation Effects on Transition-State Stabilization of Enzymes from Molecular Simulations with Restrained Transition States
T Burgin, J Pfaendtner, DAC Beck
The Journal of Physical Chemistry B 126 (48), 9964-9970, 2022
2022
Quick and Accurate Estimates of Mutation Effects on Relative Activity of Enzymes from Molecular Simulations with Restrained Transition States
T Burgin, D Beck, J Pfaendtner
2022 AIChE Annual Meeting, 2022
2022
Graph Hysteria–Comparing the Generative Performance of Graph and String-Based Translation Vaes for Molecular Design
O Dollar, N Joshi, D Beck, J Pfaendtner
2022 AIChE Annual Meeting, 2022
2022
Fully Automated in silico Enzyme Engineering with a Simulation and Machine Learning Feedback Loop
T Burgin, D Beck, J Pfaendtner
2022 AIChE Annual Meeting, 2022
2022
High-Throughput Screening of Binary and Ternary Organic Redox Active Materials-Based Deep Eutectic Solvents
M Politi, J Rodriguez, S Adler, D Beck, L Pozzo
2022 AIChE Annual Meeting, 2022
2022
Integrating across Scales in Computational Protein Engineering
T Burgin, D Beck, J Pfaendtner
2022 AIChE Annual Meeting, 2022
2022
Principles of the battery data genome
L Ward, S Babinec, EJ Dufek, DA Howey, V Viswanathan, M Aykol, ...
Joule 6 (10), 2253-2271, 2022
442022
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