Levent Burak Kara

Professor

Carnegie Mellon University

United States

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Levent Burak Kara is a Professor at Carnegie Mellon University in the United States. His research focuses on nonlinear modeling, generative manufacturing, and data-driven approaches in soft tissue analysis. He has contributed to various advancements in manufacturing and engineering through his latest publications, which include topics such as volume-informed representation learning and advanced segmentation techniques using graph convolutional networks.

Articles (7)

Year:

2025

Year:

2025

Year:

2025

Year:

2025

Year:

2025

Year:

2024

Year:

2023

Collaborators (1)

David Garlan

Carnegie Mellon University

UNITED STATES

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Levent Burak Kara

Research Interests

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Articles (7)

Generative Manufacturing: A requirements and resource-driven approach to part making

SNF-ROM: Projection-based nonlinear reduced order modeling with smooth neural fields

A data-driven approach for real-time soft tissue deformation prediction using nonlinear presurgical simulations

VIRL: Volume-Informed Representation Learning towards few-shot manufacturability estimation

TopMT-GAN: a 3D topology-driven generative model for efficient and diverse structure-based ligand design

Inference of highly time-resolved melt pool visual characteristics and spatially-dependent lack-of-fusion defects in laser powder bed fusion using acoustic and thermal emission data

Component segmentation of engineering drawings using Graph Convolutional Networks

Collaborators (1)

David Garlan

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