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S

Satchit Ramnath

mechanical engineering department

7H-index
35Paper Count
179Citation Count
Published Papers 7
Publication Date
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A methodology for constructing and exploring “DfM Space” with application to Stamping complex automotive components
errThe International Journal of Advanced Manufacturing Technology
IF0
err2026-04-23
err0
PREAI
errIbraheem Alawadhi; Satchit Ramnath; Allen Sheldon; Jami Shah
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errSave
Principles and Metrics for Curating Large Engineering Simulation Datasets for Machine Learning
errJOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING
IF3.3
err2025-12-01
err0
PREAI
errShah, Jami J.; Ramnath, Satchit; Menzel, Stefan; Rios, Thiago; Kocer, Fatma; Whalen, Eamon; Pajot, Joseph; Adrian, Alex; Kumar, Prakash
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errSave
Student Learning Throughout Engineering Design Education: Review and Recommendations
errJOURNAL OF MECHANICAL DESIGN
IF3
err2025-11-01
err1
PREAI
errFazelpour, Mohammad; Joshi, Shraddha; Mocko, Gregory; Morkos, Beshoy; Mozaffar, Fatemeh; Murphy, Alexander R.; Patel, Apurva; Ramnath, Satchit; Renu, Rahul S.; Righter, James A.; Sen, Chiradeep; Gill, Amaninder Singh; Summers, Joshua D.
errShare
errSave
Learning hyperparameter predictors for similarity-based multidisciplinary topology optimization
errSCIENTIFIC REPORTS
IF3.9
err2023-09-08
err2
errOAAI
errBujny, Mariusz; Yousaf, Muhammad Salman; Zurbrugg, Nathan; Detwiler, Duane; Menzel, Stefan; Ramnath, Satchit; Rios, Thiago; Duddeck, Fabian
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errSave
CarHoods10k: An Industry-Grade Data Set for Representation Learning and Design Optimization in Engineering Applications
errIEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
IF12
err2022-12-01
err8
errOAAI
errWollstadt, Patricia; Bujny, Mariusz; Ramnath, Satchit; Shah, Jami J. J.; Detwiler, Duane; Menzel, Stefan
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errSave
Interoperability of CAD geometry and product manufacturing information for computer integrated manufacturing
errINTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING
IF4
err2020-01-27
err17
PREAI
errRamnath, Satchit; Haghighi, Payam; Venkiteswaran, Adarsh; Shah, Jami J.
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errSave
Method for automating digital fixture-setups that are optimal for machining castings to minimize scrap
errJOURNAL OF MANUFACTURING SYSTEMS
IF14.2
err2016-07-01
err6
PREAI
errHaghighi, Payam; Ramnath, Satchit; Kalish, Nathan; Shah, Jiten V.; Shah, Jami J.; Davidson, Joseph K.
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errSave

Research Directions

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Co-authors
Cooperation Journals
J
Jami J. Shah
H-index: 37 · Papers: 310
J
Joseph K. Davidson
H-index: 22 · Papers: 156
F
Fabian Duddeck
H-index: 20 · Papers: 222
G
Gregory Mocko
H-index: 19 · Papers: 137
B
Beshoy Morkos
H-index: 17 · Papers: 111
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