| 1995 | IJCAI | Scaling up Self-Explanatory Simulators: Polynomial-time Compilation. | Kenneth D. Forbus, Brian Falkenhainer |
| 1993 | AAAI | Ideal Physical Systems. | Brian Falkenhainer |
| 1992 | AAAI | Self-Explanatory Simulations: Scaling Up to Large Models. | Kenneth D. Forbus, Brian Falkenhainer |
| 1991 | ICML | Machine Learning in Engineering Automation. | Steve A. Chien, Bradley L. Whitehall, Thomas G. Dietterich, Richard J. Doyle, Brian Falkenhainer, James Garrett, Stephen C. Y. Lu |
| 1990 | AAAI | Self-Explanatory Simulations: An Integration of Qualitative and Quantitative Knowledge. | Kenneth D. Forbus, Brian Falkenhainer |
| 1990 | AAAI | Dynamic Constraint Satisfaction Problems. | Sanjay Mittal, Brian Falkenhainer |
| 1988 | AAAI | The Utility of Difference-Based Reasoning. | Brian Falkenhainer |
| 1988 | AAAI | Setting up Large-Scale Qualitative Models. | Brian Falkenhainer, Kenneth D. Forbus |
| 1988 | ICML | The Interdependencies of Theory Formation, Revision, and Experimentation. | Brian Falkenhainer, Shankar A. Rajamoney |
| 1987 | AAAI | Analogical Processing: A Simulation and Empirical Corroboration. | Janice Skorstad, Brian Falkenhainer, Dedre Gentner |
| 1987 | IJCAI | An Examination of the Third Stage in the Analogy Process: Verification-based Analogical Learning. | Brian Falkenhainer |
| 1986 | AAAI | The Structure-Mapping Engine. | Brian Falkenhainer, Kenneth D. Forbus, Dedre Gentner |
| 1986 | UAI | Towards a general-purpose belief maintenance system. | Brian Falkenhainer |
| 1985 | IJCAI | Proportionality Graphs, Units Analysis, and Domain Constraints: Improving the Power and Efficiency of the Scientific Discovery Process. | Brian Falkenhainer |