Enabling data-driven discovery at scale, and expanding data science education -- at Stanford and beyond

Ecology of fire fuels management in Stanford open space -- Esther Cole Adelsheim
58:02
Ecology of fire fuels management in Stanford open space -- Esther Cole Adelsheim
Potential role of canopy shear induced turbulence in dynamics of wildfire plumes -- Hayoon Chung
51:16
Potential role of canopy shear induced turbulence in dynamics of wildfire plumes -- Hayoon Chung
Wildfires, Business and Society: “Hang Together - or Hang Separately” -- Peter Williams
54:45
Wildfires, Business and Society: “Hang Together - or Hang Separately” -- Peter Williams
Shaping the Future: Inside Stanford Data Science (extended edition)
7:14
Shaping the Future: Inside Stanford Data Science (extended edition)
Meet Stanford Data Science Postdoctoral Fellow Syrine Belakaria
3:35
Meet Stanford Data Science Postdoctoral Fellow Syrine Belakaria
Meet Stanford Data Science Scholar Min Sun
3:36
Meet Stanford Data Science Scholar Min Sun
Meet Stanford Data Science Scholar Sophia Lu
3:38
Meet Stanford Data Science Scholar Sophia Lu
Building resilience through public-private partnerships -- Kevin Johnson
53:09
Building resilience through public-private partnerships -- Kevin Johnson
From Stigma to Support: Rethinking Mental Health in Wildland Firefighting -- Georgia Scarr
55:26
From Stigma to Support: Rethinking Mental Health in Wildland Firefighting -- Georgia Scarr
Closing Remarks with Chiara Sabatti
6:14
Closing Remarks with Chiara Sabatti
Poster Preview Talks with SDS Data Science Scholars and SDS Postdoc Fellows
1:22:14
Poster Preview Talks with SDS Data Science Scholars and SDS Postdoc Fellows
Welcome Remarks with SDS Faculty Director, Guido Imbens
15:32
Welcome Remarks with SDS Faculty Director, Guido Imbens
UniLasso novel statistical method 4 sparse regression & LLM-lasso sparse regression with LLM assist.
56:43
UniLasso novel statistical method 4 sparse regression & LLM-lasso sparse regression with LLM assist.
World Modeling with Probabilistic Structure Integration
16:00
World Modeling with Probabilistic Structure Integration
Advancing Equivariant Graph Neural Networks for Turbulence Modeling
12:53
Advancing Equivariant Graph Neural Networks for Turbulence Modeling
Marlowe Speeds Up Data Processing of Single-Particle Cryo-EM for Large and Flexible Macromolecules
9:59
Marlowe Speeds Up Data Processing of Single-Particle Cryo-EM for Large and Flexible Macromolecules
Catalysts for Collaboration: The Role of Faculty-Led Research Centers in Data Science
48:46
Catalysts for Collaboration: The Role of Faculty-Led Research Centers in Data Science
Beyond the Fellowship/Farm: Stanford Data Science Alumni Journeys
37:36
Beyond the Fellowship/Farm: Stanford Data Science Alumni Journeys
Shaping the Future: Stanford Data Science
3:57
Shaping the Future: Stanford Data Science
What’s missing in wildfire mitigation -- Erica Peng
58:09
What’s missing in wildfire mitigation -- Erica Peng
Mitigation and adaptation to wildfires and their effect on health -- Kari Nadeau
55:35
Mitigation and adaptation to wildfires and their effect on health -- Kari Nadeau
California policy response to the LA wildfires -- Michael Wara
1:05:03
California policy response to the LA wildfires -- Michael Wara
Raj Chetty on the Science of Economic Opportunity: Insights from Experimental & Observational Data
1:20:06
Raj Chetty on the Science of Economic Opportunity: Insights from Experimental & Observational Data
Stanford Panel: Data-Driven Discovery in Research
42:42
Stanford Panel: Data-Driven Discovery in Research
Research Talk: Judith Fan
24:28
Research Talk: Judith Fan
Enhancing Student Learning in the AI Era: A Data-Driven Approach to AI Policy Enforcement
16:58
Enhancing Student Learning in the AI Era: A Data-Driven Approach to AI Policy Enforcement
Opening Remarks, Laura Gwilliams
7:32
Opening Remarks, Laura Gwilliams
Lea Bottmer: Lightning Talk—Synthetic Control in Disaggregated Data Settings
13:12
Lea Bottmer: Lightning Talk—Synthetic Control in Disaggregated Data Settings
Chen Shani: Lightning Talk—Towards Concept-Aware Large Language Models
14:46
Chen Shani: Lightning Talk—Towards Concept-Aware Large Language Models
Sophia Lu: Lightning Talk—Faithful synthetic data generation via penalized optimal transport network
17:51
Sophia Lu: Lightning Talk—Faithful synthetic data generation via penalized optimal transport network