Publications

85 results for Uncertainty Quantification

Comparison of simulated and observed methane plumes at oil and gas sites in the Permian Basin using advanced dispersion, coupled mesoscale-LES atmospheric modeling, and scientific machine learning
- - Arash Fathi
  - Joao Lucas de Sousa Almeida
  - et al.
- 2025
- AGU 2025
Cross-Process Defect Attribution using Potential Loss Analysis
- - Ide-San Ide
  - Kohei Miyaguchi
- 2025
- WSC 2025
Learn more about our Uncertainty Quantification work
Know What You Don't Know: Uncertainty Calibration of Process Reward Models
- - Young Jin Park
  - Kristjan Greenewald
  - et al.
- 2025
- NeurIPS 2025
Foundation Models Enabling Multi-Scale Battery Materials Discovery: From Molecules To Devices
- - Vidushi Sharma
  - Andy Tek
  - et al.
- 2025
- NeurIPS 2025
Quantifying policy uncertainty in generative flow networks with uncertain rewards
- - Ramon Nartallo-kaluarachchi
  - Robert Manson Sawko
  - et al.
- 2025
- NeurIPS 2025
SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models
- - Debarun Bhattacharjya
  - Balaji Ganesan
  - et al.
- 2025
- EMNLP 2025
3rd TrustAI Workshop: Building Public Awareness and Engagement
- - Miriam Rateike
  - Brian Mboya
  - et al.
- 2025
- DLI 2025
The Consistency Hypothesis in Uncertainty Quantification for Large Language Models
- - Quan Xiao
  - Debarun Bhattacharjya
  - et al.
- 2025
- UAI 2025
Selective-HeatFlex: Selective Forecasting of Heat Pump Flexibility using Model Confidence
- - Jonas Brusokas
  - Fabio Lilliu
  - et al.
- 2025
- e-Energy 2025
RANDOMIZED MATRIX-FREE QUADRATURE: UNIFIED AND UNIFORM BOUNDS FOR STOCHASTIC LANCZOS QUADRATURE AND THE KERNEL POLYNOMIAL METHOD
- - Tyler Chen
  - Thomas Trogdon
  - et al.
- 2025
- SIAM Journal on Scientific Computing