Intelligence in scientific computing

Authors:
Harold Abelson;Michael Eisenberg;Matthew Halfant;Jacob Katzenelson;Elisha Sacks;Gerald J. Sussman;Jack Wisdom;Ken Yip
Affiliations:
Massachusetts Institute of Technology, Cambridge;Massachusetts Institute of Technology, Cambridge;Massachusetts Institute of Technology, Cambridge;Massachusetts Institute of Technology, Cambridge;Massachusetts Institute of Technology, Cambridge;Massachusetts Institute of Technology, Cambridge;Massachusetts Institute of Technology, Cambridge;Massachusetts Institute of Technology, Cambridge
Venue:
Communications of the ACM
Year:
1989

Citing 8
Cited 16

A Digital Orrery

IEEE Transactions on Computers
The LISP experience

Annual review of computer science: vol. 3, 1988
Tutorial: abstraction in numerical methods

LFP '88 Proceedings of the 1988 ACM conference on LISP and functional programming
Expressing mathematical subroutines constructively

LFP '88 Proceedings of the 1988 ACM conference on LISP and functional programming
Realization of a geometry-theorem proving machine

Computers & thought
The Dynamicist''s Workbench: I ---Automatic Preparation of Numerical Experiments

The Dynamicist''s Workbench: I ---Automatic Preparation of Numerical Experiments
Automatic Qualitative Analysis of Ordinary Differential Equations Using Piecewise Linear Approximations

Automatic Qualitative Analysis of Ordinary Differential Equations Using Piecewise Linear Approximations
An {\it bf O(N)} Algorithm for Three-Dimensional N-body Simulations

An {\'it bf O(N)} Algorithm for Three-Dimensional N-body Simulations

Combining programming languages and direct manipulation in environments for computational science

Proceedings of the 1st conference on Designing interactive systems: processes, practices, methods, & techniques
Influence-based model decomposition for reasoning about spatially distributed physical systems

Artificial Intelligence
AI on Wall Street

IEEE Expert: Intelligent Systems and Their Applications
Deriving and Using Descriptions of Purpose

IEEE Expert: Intelligent Systems and Their Applications
Building Three-Dimensional Ribonucleic Acid Structures

Computing in Science and Engineering
Towards interactive steering, visualization and animation of unsteady finite element simulations

VIS '93 Proceedings of the 4th conference on Visualization '93
Qualitative spatial reasoning: extracting and reasoning with spatial aggregates

AI Magazine
Qualitative simulation and related approaches for the analysis of dynamic systems

The Knowledge Engineering Review
Communicable Knowledge in Automated System Identification

Computational Discovery of Scientific Knowledge
Structure Discovery from Massive Spatial Data Sets Using Intelligent Simulation Tools

Computational Discovery of Scientific Knowledge
Spatial aggregation for qualitative assessment of scientific computations

AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Extracting and representing qualitative behaviors of complex systems in phase spaces

IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
Self-explanatory simulations: an integration of qualitative and quantitative knowledge

AAAI'90 Proceedings of the eighth National conference on Artificial intelligence - Volume 1
Automated phase portrait analysis by integrating qualitative and quantitative analysis

AAAI'91 Proceedings of the ninth National conference on Artificial intelligence - Volume 2
The use of intelligently controlled simulation to predict a machine's long-term behavior

AAAI'91 Proceedings of the ninth National conference on Artificial intelligence - Volume 2
Generating quasi-symbolic representation of three-dimensional flow

AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence

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Abstract

The authors discuss the development of intelligent techniques appropriate for the automatic preparation, execution, and control of numerical experiments.