... Abstract This paper introduces a novel deep generative approach to the approximate motion synthesis of planar four-bar mechanisms. Existing motion synthesis approaches for synthesizing four-bar mechanisms have generally focused on representing the motion as five or less discrete poses while...

... and optimization of mechanical systems by offering a more holistic and efficient pathway to mechanism synthesis. four-bar mechanism kinematics motion synthesis type synthesis velocity synthesis acceleration synthesis Proceedings of the ASME 2024 International Design Engineering Technical Conferences...

... Abstract This paper presents a unified design equation for the type and dimensional synthesis of spatial SS, ES and SE dyads for the motion synthesis problems, where S stands for a spherical and E stands for a planar joint. While there has been a lot of research on dimensional synthesis...

... generative models path synthesis motion synthesis planar linkage synthesis machine learning (ML) for user experience ML for managing uncertainties ML for computational creativity deep learning COMPUTATIONAL CREATIVITY VIA ASSISTED VARIATIONAL SYNTHESIS OF MECHANISMS USING DEEP GENERATIVE MODELS...

... mechanism synthesis mechanism design motion synthesis six-bar linkage MACHINE LEARNING DRIVEN INDIVIDUALIZED GAIT REHABILITATION: CLASSIFICATION, PREDICTION, AND MECHANISM DESIGN Amol Loya, Shrinath Deshpande, Anurag Purwar Computer-Aided Design and Innovation Lab Department of Mechanical Engineering...

... of a previously-presented computational method is included. As an example, both the graphical and the computational method are used to generate TPICS center-point curves for an automotive front suspension. fourbar motion synthesis instant center automotive suspension GRAPHICAL SYNTHESIS OF FOURBAR...