Device Models and Model-Based Reasoning =======================================

Device Modeling ---------------

Adaptive Modeling. , Ashok Goel. . To appear in %PU {\em 1996 International Workshop on Qualitative Reasoning}, Monterrey, May 1996..

Functional Reasoning about Devices with Fields and Cycles. , Ashok Goel, Eleni Stroulia and Kai Yeung Luk. . {\em Proc. AAAI-94 Workshop on Representation and Reasoning about Function}, Seattle, Washington, July 1994..

Functional Representation as a Basis for Design Rationale., B. Chandrasekaran, Ashok Goel and Yumi Iwasaki. . {\em IEEE Computer}, 26(1):48-56, January 1993..

Model Revision: A Theory of Incremental Model Learning. Ashok Goel., {\em Proc. Eighth International Conference on Machine Learning},Chicago, June 1991, pp. 605-609, Los Altos, CA: Morgan Kaufmann. .

Model-Based Reasoning: Diagnosis --------------------------------

Functional Models and Model-Based Diagnosis in Adaptive Design. , Ashok Goel and Eleni Stroulia. . To appear in {\em Artificial Intelligence for Engineering Design,Analysis and Manufacturing}, Special Issue on Functional Representation and Reasoning, 1996..

A Model-Based Approach to Blame Assignment in Design. , Eleni Stroulia, Murali Shankar, Ashok Goel and Louise Penberthy. . {\em Proc. Second International Conference on Artificial Intelligence in Design},Pittsburgh, June 1992, pp. 519-538..

Functional Reasoning for Design and Diagnosis. , Jon Sticklen, Ashok Goel, B. Chandrasekaran, and William Bond. . {\it Proc. Second International Workshop on Model-Based Diagnosis}, Paris, France, July 1989, Los Altos, CA: Morgan Kaufmann..

Model-Based Reasoning: Design Adaptation, Verification and Redesign -------------------------------------------------------------------

A Model-Based Theory of Adaptive Design for New Operating Environments. , Sattiraju Prabhakar, Ashok Goel and Sambasiva Bhatta.. the {\em Proc. Third International Conference on Computational Models of Creative Design}, Heron Island, Australia, December 1995,pages 267-301..

A Control Architecture for Redesign and Design Verification. , Ashok Goel and Sattiraju Prabhakar. . {\em Proc. 1994 Australian-New Zealand Intelligent Information Systems Conference}, Brisbane,Queensland, Australia, Nov. 29 - Dec 2, 1994, pp. 377 - 381..

Innovation in Analogical Design: A Model-Based Approach. , Sambasiva Bhatta, Ashok Goel and Sattiraju Prabhakar. . {\em Proc. Third International Conference on Artificial Intelligence in Design}, Lausanne, Switzerland, August 1994, pp. 57-74..

A Model-Based Approach to Redesign. , Ashok Goel, Andres Gomez, Jeffrey Pittges, Murali Shankar and Eleni Stroulia.. {\em Proc. Thirteenth SPIE Knowledge Based Systems Conference}, Orlando, April 1994,pp. 164-171, SPIE Press..

Integrating Case-Based and Model-Based Reasoning for Creative Design:Constraint Discovery, Model Revision and Case Composition. , Sattiraju Prabhakar and Ashok Goel. . {\em Proc. Second International Conference on Computational Models of Creative Design}, Heron Island,Australia, December 1992, pp. 101-127..

Integrating Case-Based and Model-Based Reasoning: A Computational Model of Design Problem Solving. , Ashok Goel. . {\it AI Magazine},13(2):50-54, Summer 1992..

Generic Teleological Mechanisms and their Use in Case Adaptation., Eleni Stroulia and Ashok Goel. . {\em Proc. Fourteenth Annual Conference of the Cognitive Science Society}, Bloomington, Indiana, August 1992, pp. 319-324, Hillsdale, NJ: Lawrence Erlbaum. .

A Model-Based Approach to Case Adaptation. , {\em Proc. Thirteenth Annual Conference of the Cognitive Science Society}, Chicago, August 1991, pp. 143-148, Hillsdale, NJ: Lawrence Erlbaum..

Grounding Case Adaptation in Causal Models. , Ashok Goel. . {\em Methodologies for Intelligent Systems --- 5}, Z. Ras, M. Zemenkova,and M. Emrich (editors), Amsterdam, Netherlands: North Holland, 1990,pp. 260-267..

Functional Representation of Designs and Redesign Problem Solving., Ashok Goel and B. Chandrasekaran.. {\em Proc. Eleventh International Joint Conference on Artificial Intelligence (IJCAI-89)},Detroit, Michigan, August, 1989, pp. 1388-1394, Los Altos,California: Morgan Kaufmann Publishers..

Use of Device Models in Adaptation of Design Cases. , Ashok Goel and B. Chandrasekaran. . {\it Proc. Second DARPA Case-Based Reasoning Workshop}, Pensacola, Florida, May 1989, pp. 100-109, Los Altos, CA:Morgan Kaufmann..

Model-Based Learning --------------------

Model-Based Indexing and Index Learning in Case-Based Design., Sambasiva Bhatta and Ashok Goel. . To appear in {\em International Journal of Engineering Applications of Artificial Intelligence}, special issue on Machine Learning in Engineering..

From Design Cases to Generic Mechanisms. , Sambasiva Bhatta and Ashok Goel. . To appear in {\em Artificial Intelligence in Engineering Design,Analysis and Manufacturing}, Special Issue on Machine Learning,Vol. 10, in press..

Model-Based Discovery of Physical Principles from Design Experiences., Sambasiva Bhatta and Ashok Goel. . {\em Artificial Intelligence for Engineering Design, Analysis and Manufacturing}, Special Issue on Machine Learning in Design, 8(2):113-123, May 1994..

Model-Based Indexing and Index Learning in Analogical Design., Sambasiva Bhatta and Ashok Goel. . {\em Proc. 1995 Seventeenth Annual Conference of the Cognitive Science Society}, Pittsburgh, July 22-25, 1995, NJ, Hillsdale: Erlbaum..

Learning Generic Mechanisms from Experiences for Analogical Reasoning., Sambasiva Bhatta and Ashok Goel.. {\em Proc. Fifteenth Annual Conference of the Cognitive Science Society}, Boulder, Colorado, July 1993, pp. 237-242, Hillsdale, NJ: Lawrence Erlbaum..