Foundation Models for Scientific Discovery and Innovation : Opportunities Across the Department of Energy and the Scientific Enterprise.

Format:

Book

Author/Creator:

National Academies of Sciences, Engineering, and Medicine.

Language:

English

Subjects (All):

Artificial intelligence.

Data processing.

Physical Description:

1 online resource (104 pages)

Edition:

1st ed.

Place of Publication:

Washington, D.C. : National Academies Press, 2026.

Summary:

Front Matter Summary 1 Introduction 2 Foundation Models and Traditional Modeling 3 Exemplar Use Cases of Foundation Models 4 Strategic Considerations and Directions for Department of Energy Foundation Models 5 Foundation Model Challenges Appendix A: Statement of Task Appendix B: Public Meeting Agendas Appendix C: Acronyms and Abbreviations.

Contents:

COVER PAGE

TITLE PAGE

COPYRIGHT PAGE

REVIEWERS

ACKNOWLEDGMENTS

TABLE OF CONTENTS

PREFACE

SUMMARY

1 INTRODUCTION

2 FOUNDATION MODELS AND TRADITIONAL MODELING

3 EXEMPLAR USE CASES OF FOUNDATION MODELS

4 STRATEGIC CONSIDERATIONS AND DIRECTIONS FOR DEPARTMENT OF ENERGY FOUNDATION MODELS

5 FOUNDATION MODEL CHALLENGES

APPENDIXES.

Notes:

Description based on publisher supplied metadata and other sources.

Part of the metadata in this record was created by AI, based on the text of the resource.

ISBN:

0-309-99503-5

9780309995030

OCLC:

1594000465