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Alex Zook

3 accepted papers

2026

Coupled Cluster con MoLe: Molecular Orbital Learning for Neural Wavefunctions

ICML 2026poster

Density functional theory (DFT) is the most widely used method for calculating molecular properties; however, its accuracy is often insufficient for quantitative predictions. Coupled cluster (CC) theory is the most successful method for achieving accuracy beyond DFT and predicting properties that cl…

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2026

RoboLab: A High-Fidelity Simulation Benchmark for Analysis of Task Generalist Policies

RSS 2026poster

The pursuit of general-purpose robotics has yielded impressive foundation models, yet simulation-based benchmarking remains a bottleneck due to rapid performance saturation and a lack of true generalization testing. Existing benchmarks often exhibit significant domain overlap between training and ev…

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2024

FactorSim: Generative Simulation via Factorized Representation

NeurIPS 2024poster

Generating simulations to train intelligent agents in game-playing and robotics from natural language input, user input, or task documentation remains an open-ended challenge. Existing approaches focus on parts of this challenge, such as generating reward functions or task hyperparameters. Unlike pr…

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