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SCIESCOPUS
A Critical Review on the Comparative Assessment of Rare-Earth and Non-Rare-Earth Alloying in Magnesium Alloysopen access

Tariq, Hafiz Muhammad Rehan; Ishtiaq, Muhammad; Kang, Hyun-Hak; Chaudry, Umer Masood; Jun, Tea-Sung

ArticleIssue Date2025CitationMetals, v.15, no.2PublisherMultidisciplinary Digital Publishing Institute (MDPI)
SCIESCOPUS
ANN-based prediction of bainite start temperature in Fe-C-Mn-Si-Cr-Ni-Mo steels: comparison with empirical models and metallurgical insights

Ishtiaq, Muhammad; Kim, Hongin; Wang, Xiao-Song; Kang, Sung-Gyu; Reddy, N. S.

ArticleIssue Date2025CitationModelling and Simulation in Materials Science and Engineering, v.33, no.8PublisherInstitute of Physics Publishing
SCIESCOPUS
ANN-Based Prediction of Corrosion Behavior of Alloy 600: Implications for an Anti-Corrosion Coating Design in PWSCC Environments

Ishtiaq, Muhammad; Wang, Xiao-Song; Bhavani, Annabathini Geetha; Bong, Hyuk Jong; Reddy, Nagireddy Gari Subba

ArticleIssue Date2025CitationCoatings, v.15, no.7PublisherMDPI AG
SCIESCOPUS
Artificial neural network-based prediction of stacking fault energy in Fe-Cr-Mn-C-N steels

Tiwari, Saurabh; Narayana, P. L.; Ishtiaq, Muhammad; Wang, Xiao-Song; Park, Nokeun; Reddy, N. S.

ArticleIssue Date2025CitationCanadian Metallurgical QuarterlyPublisherManey Publishing
SCIESCOPUS
Composition design and performance analysis of binary and ternary Mg-Zn-Ti alloys for biomedical implants

Mukhtar, Sehrish; Kamran, Muhammad; Tayyeb, Asima; Hussain, Faraz; Ishtiaq, Muhammad; Riaz, Fahad; Asghar, Waqas

ArticleIssue Date2025CitationJournal of Biological Physics, v.51, no.1PublisherKluwer Academic Publishers
SCOPUSKCICANDI
Correction to: Microstructural, mechanical, and electrochemical analysis of carbon doped AISI carbon steels (Applied Microscopy, (2022), 52, 1, (10), 10.1186/s42649-022-00079-w)open access

Ishtiaq, Muhammad; Inam, Aqil; Tiwari, Saurabh; Seol, Jae Bok

ArticleIssue Date2024CitationApplied Microscopy, v.54, no.1Publisher한국현미경학회
SCIESCOPUS
Data-Driven ANN-Based Predictive Modeling of Mechanical Properties of 5Cr-0.5Mo Steel: Impact of Composition and Service Temperatureopen access

Ishtiaq, Muhammad; Tiwari, Saurabh; Nagamani, Molakatala; Kang, Sung-Gyu; Reddy, Nagireddy Gari Subba

ArticleIssue Date2025CitationCrystals, v.15, no.3PublisherMultidisciplinary Digital Publishing Institute (MDPI)
SCIESCOPUS
Effect of Al addition on the room and cryogenic temperature deformation of Mg-xAl-1Zn-1Ca alloy (x = 1, 2 wt.%)open access

Tariq, Hafiz Muhammad Rehan; Chaudry, Umer Masood; Ishtiaq, Muhammad; Kim, Minki; Ali, Mansoor; Jun, Tea-Sung

ArticleIssue Date2024CitationJournal of Magnesium and Alloys, v.12, no.11, pp 4694 - 4708PublisherKeAi Communications Co.
SCIESCOPUS
Enhanced high-temperature ductility without strength drop in a lean Co Ni-based superalloy

Tiwari, Saurabh; Zargaran, Alireza; Bae, Hyo Ju; Jo, Won Hui; Lee, Cho Hyeon; An, Jae Hoon; Ishtiaq, Muhammad; Jung, Joong Eun; Lee, Young-Kook; Seol, Jae Bok

ArticleIssue Date2024CitationJournal of Alloys and Compounds, v.991PublisherElsevier BV
SCIESCOPUS
Evaluating Machine Learning Models for Predicting Hardness of AlCoCrCuFeNi High-Entropy Alloysopen access

Paturi, Uma Maheshwera Reddy; Ishtiaq, Muhammad; Lakshmi Narayana, Pasupuleti; Maurya, Anoop Kumar; Choi, Seong-Woo; Reddy, Nagireddy Gari Subba

ArticleIssue Date2025CitationCrystals, v.15, no.5PublisherMultidisciplinary Digital Publishing Institute (MDPI)
SCIESCOPUS
Impact of Post-Annealing Treatment on the Microstructure, Recrystallization and Mechanical Behavior of Hot-Rolled Mg-Al-Zn-Ca Alloy

Kannan, Arasappan Rajesh; Tariq, Hafiz Muhammad Rehan; Ishtiaq, Muhammad; Baek, Ha-Seong; Chaudhry, Umer Masood; Jun, Tea-Sung

ArticleIssue Date2025CitationMaterials, v.18, no.21PublisherMDPI Open Access Publishing
SCOPUSESCI
Knowledge Discovery in Predicting Martensite Start Temperature of Medium-Carbon Steels by Artificial Neural Networksopen access

Wang, Xiao-Song; Maurya, Anoop Kumar; Ishtiaq, Muhammad; Kang, Sung-Gyu; Reddy, Nagireddy Gari Subba

ArticleIssue Date2025CitationAlgorithms, v.18, no.2PublisherMDPI Open Access Publishing
SCIESCOPUS
Modeling the Higher Heating Value of Spanish Biomass via Neural Networks and Analytical Equationsopen access

Jayapal, Anbarasan; Morales, Fernando Ordonez; Ishtiaq, Muhammad; Kim, Se Yun; Reddy, Nagireddy Gari Subba

ArticleIssue Date2025CitationEnergies, v.18, no.15PublisherMultidisciplinary Digital Publishing Institute (MDPI)
SCIESCOPUS
Near atomic-scale comparison of passive film on a 17 wt% Cr-added 18 wt% Mn steel with those on typical austenitic stainless steelsopen access

Kim, Eun Tae; Ishtiaq, Muhammad; Han, Jong Chan; Ko, Kwang Kyu; Bae, Hyo Ju; Sung, Hyokyung; Kim, Jung Gi; Seol, Jae Bok

ArticleIssue Date2021CitationSCRIPTA MATERIALIA, v.203PublisherPERGAMON-ELSEVIER SCIENCE LTD
SCIESCOPUS
Observation of interface disruption and Lomer-Cottrell locks in a crept L12-strengthened Ni-based superalloy

Ishtiaq, Muhammad; Jung, Joong Eun; Bae, Hyo Ju; Yun, Dae Won; Kang, Sung-Gyu; Zargaran, Alireza; Lee, Young-Kook; Choi, Yoon-Suk; Seol, Jae Bok

ArticleIssue Date2025CitationMaterials Science and Engineering: A, v.940PublisherElsevier BV
SCIESCOPUS
On the stacking fault forming probability and stacking fault energy in carbon-doped 17 at% Mn steels via transmission electron microscopy and atom probe tomographyopen access

Bae, Hyo Ju; Ko, Kwang Kyu; Ishtiaq, Muhammad; Kim, Jung Gi; Sung, Hyokyung; Seol, Jae Bok

ArticleIssue Date2022CitationJournal of Materials Science & Technology, v.115, pp 177 - 188PublisherAllerton Press Inc.
SCIESCOPUS
Prediction of Creep Rupture Life of 5Cr-0.5Mo Steel Using Machine Learning Modelsopen access

Ishtiaq, Muhammad; Tariq, Hafiz Muhammad Rehan; Reddy, Devarapalli Yuva Charan; Kang, Sung-Gyu; Reddy, Nagireddy Gari Subba

ArticleIssue Date2025CitationMetals, v.15, no.3PublisherMultidisciplinary Digital Publishing Institute (MDPI)
SCIESCOPUS
Quantitative and Qualitative Analysis of Atmospheric Effects on Carbon Steel Corrosion Using an ANN Modelopen access

Narayana, Pasupuleti L.; Tiwari, Saurabh; Maurya, Anoop K.; Ishtiaq, Muhammad; Park, Nokeun; Reddy, Nagireddy Gari Subba

ArticleIssue Date2025CitationMetals, v.15, no.6PublisherMultidisciplinary Digital Publishing Institute (MDPI)
SCIESCOPUS
Serration-induced plasticity in phase transformative stainless steel 316L upon ultracold deformation at 4.2 K

Ishtiaq, Muhammad; Kim, Young-Kyun; Tiwari, Saurabh; Lee, Cho Hyeon; Jo, Won Hui; Sung, Hyokyung; Cho, Ki-Sub; Kang, Sung-Gyu; Na, Young-Sang; Seol, Jae Bok

ArticleIssue Date2025CitationMaterials Science and Engineering: A, v.921PublisherElsevier BV
SCIESCOPUS
Surface Modification of Stainless Steel 316L by Electrophoretic Deposition of Hydroxyapatite for Enhanced Biocompatibility

Mukhtar, Sehrish; Hamza, Muhammad; Tayyeb, Asima; Ashfaq, Isbah; Hussain, Faraz; Ishtiaq, Muhammad; Kang, Sung-Gyu

ArticleIssue Date2025CitationJournal of Biomedical Materials Research - Part B Applied Biomaterials, v.113, no.7PublisherJohn Wiley & Sons Inc.
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