Follow
Alexander New
Title
Cited by
Cited by
Year
Lifelong learning metrics
A New, M Baker, E Nguyen, G Vallabha
arXiv preprint arXiv:2201.08278, 2022
252022
A domain-agnostic approach for characterization of lifelong learning systems
MM Baker, A New, M Aguilar-Simon, Z Al-Halah, SMR Arnold, ...
Neural Networks 160, 274-296, 2023
222023
L2explorer: A lifelong reinforcement learning assessment environment
EC Johnson, EQ Nguyen, B Schreurs, CS Ewulum, C Ashcraft, ...
arXiv preprint arXiv:2203.07454, 2022
132022
Closed-loop superconducting materials discovery
EA Pogue, A New, K McElroy, NQ Le, MJ Pekala, I McCue, E Gienger, ...
npj Computational Materials 9 (1), 181, 2023
11*2023
A precision environment-wide association study of hypertension via supervised cadre models
A New, KP Bennett
IEEE Journal of Biomedical and Health Informatics 24 (3), 916-925, 2019
102019
Semantically-aware population health risk analyses
A New, SM Rashid, JS Erickson, DL McGuinness, KP Bennett
arXiv preprint arXiv:1811.11190, 2018
92018
Tunable complexity benchmarks for evaluating physics-informed neural networks on coupled ordinary differential equations
A New, B Eng, AC Timm, AS Gearhart
2023 57th Annual Conference on Information Sciences and Systems (CISS), 1-8, 2023
82023
Cadre modeling: Simultaneously discovering subpopulations and predictive models
A New, C Breneman, KP Bennett
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
82018
Supervised mixture models for population health
X Shou, G Mavroudeas, A New, K Arhin, JN Kuruzovich, M Magdon-Ismail, ...
2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019
62019
Deep Learning Models to Identify Common Phases across Material Systems from X-ray Diffraction
NQ Le, M Pekala, A New, EB Gienger, C Chung, TJ Montalbano, ...
The Journal of Physical Chemistry C 127 (44), 21758-21767, 2023
52023
Neural basis functions for accelerating solutions to high mach euler equations
D Witman, A New, H Alkendry, H Mrema
arXiv preprint arXiv:2208.01687, 2022
52022
Rapid prediction of two-dimensional airflow in an operating room using scientific machine learning
GL Collins, A New, RA Darragh, BE Damit, CD Stiles
NeurIPS 2023 AI for Science Workshop, 2023
22023
Continual learning benefits from multiple sleep mechanisms: NREM, REM, and Synaptic Downscaling
BS Robinson, CW Lau, A New, SM Nichols, EC Johnson, M Wolmetz, ...
arXiv preprint arXiv:2209.05245, 2022
22022
Curvature-informed multi-task learning for graph networks
A New, MJ Pekala, NQ Le, J Domenico, CD Piatko, CD Stiles
arXiv preprint arXiv:2208.01684, 2022
22022
Semantically-targeted analytics for reproducible scientific discovery
A New, S Chari, M Qi, SM Rashid, JS Erickson, DL McGuinness, ...
Proceedings of the Conference on Artificial Intelligence for Data Discovery …, 2019
12019
Automating Population Health Studies Through Semantics and Statistics.
A New, M Qi, S Chari, SM Rashid, O Seneviratne, JP McCusker, ...
SAWSemStats@ ISWC, 2019
12019
Semantalytics: Multi-modal Experimental Data Integration and Analysis through Semantic Alignment
JS Erickson, Y Shang, M Jackson, H Fede, M Shahir, S McCrae, A New, ...
DSpace at RPI, 2017
12017
Evaluating AI-guided Design for Scientific Discovery
M Pekala, EA Pogue, K McElroy, A New, G Bassen, B Wilfong, ...
AI for Accelerated Materials Design-NeurIPS 2023 Workshop, 0
1
Self-supervised learning for crystal property prediction via denoising
A New, NQ Le, MJ Pekala, CD Stiles
arXiv preprint arXiv:2408.17255, 2024
2024
Equation identification for fluid flows via physics-informed neural networks
A New, M Villafañe-Delgado, C Shugert
arXiv preprint arXiv:2408.17271, 2024
2024
The system can't perform the operation now. Try again later.
Articles 1–20