Brown University

brownu's activity

• All
• Models
• Datasets
• Spaces
• Buckets
• Papers
• Collections
• Community
• Posts
• Articles

xiaoyan03 

authored a paper about 2 months ago

UMO: Unified In-Context Learning Unlocks Motion Foundation Model Priors

Paper • 2603.15975 • Published Mar 16 • 3

nielsr 

submitted a paper to Daily Papers 3 months ago

Causal-JEPA: Learning World Models through Object-Level Latent Interventions

Paper • 2602.11389 • Published Feb 11 • 9

Tassy24 

submitted a paper to Daily Papers 4 months ago

The Persona Paradox: Medical Personas as Behavioral Priors in Clinical Language Models

Paper • 2601.05376 • Published Jan 8 • 1

nate-gillman 

authored 2 papers 4 months ago

Force Prompting: Video Generation Models Can Learn and Generalize Physics-based Control Signals

Paper • 2505.19386 • Published May 26, 2025 • 11

Goal Force: Teaching Video Models To Accomplish Physics-Conditioned Goals

Paper • 2601.05848 • Published Jan 9 • 16

skadio 

authored 2 papers 4 months ago

Gala: Global LLM Agents for Text-to-Model Translation

Paper • 2509.08970 • Published Sep 10, 2025 • 1

FORGE: Foundational Optimization Representations from Graph Embeddings

Paper • 2508.20330 • Published Aug 28, 2025 • 1

vks88 

authored 6 papers 6 months ago

Real-Time Prediction of Gas Flow Dynamics in Diesel Engines using a Deep Neural Operator Framework

Paper • 2304.00567 • Published Apr 2, 2023

MyCrunchGPT: A chatGPT assisted framework for scientific machine learning

Paper • 2306.15551 • Published Jun 27, 2023

Synergistic Learning with Multi-Task DeepONet for Efficient PDE Problem Solving

Paper • 2408.02198 • Published Aug 5, 2024

Learning Nonlinear Responses in PET Bottle Buckling with a Hybrid DeepONet-Transolver Framework

Paper • 2509.13520 • Published Sep 16, 2025

A Digital Twin for Diesel Engines: Operator-infused Physics-Informed Neural Networks with Transfer Learning for Engine Health Monitoring

Paper • 2412.11967 • Published Dec 16, 2024

Fusion-DeepONet: A Data-Efficient Neural Operator for Geometry-Dependent Hypersonic and Supersonic Flows

Paper • 2501.01934 • Published Jan 3, 2025

skadio 

authored 7 papers 10 months ago

Active Learning Meets Optimized Item Selection

Paper • 2112.03105 • Published Nov 22, 2021

Text2Zinc: A Cross-Domain Dataset for Modeling Optimization and Satisfaction Problems in MiniZinc

Paper • 2503.10642 • Published Feb 22, 2025 • 2

Scalable iterative pruning of large language and vision models using block coordinate descent

Paper • 2411.17796 • Published Nov 26, 2024

Balans: Multi-Armed Bandits-based Adaptive Large Neighborhood Search for Mixed-Integer Programming Problem

Paper • 2412.14382 • Published Dec 18, 2024

Fairness Evaluation for Uplift Modeling in the Absence of Ground Truth

Paper • 2403.12069 • Published Feb 12, 2024

Integrated Vehicle Routing and Monte Carlo Scheduling Approach for the Home Service Assignment, Routing, and Scheduling Problem

Paper • 2106.16176 • Published Jun 30, 2021

Holy Grail 2.0: From Natural Language to Constraint Models

Paper • 2308.01589 • Published Aug 3, 2023