Research

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“Research in the world of materials is akin to the refreshing feeling one experiences when drinking fresh water after being parched for a long time, savoring healthy food after a long fast, or reuniting with a best friend after a significant amount of time apart”

Publications

Journals

Exploring Wettability of Liquid Iron on Refractory Oxides with the Sessile Drop Technique and Density Functional-Derived Hamaker Constants (2025)

Physics-Informed Data-Driven Prediction of Submerged Entry Nozzle Clogging with the Aid of Ab Initio Repository (2025)

Impact of metal oxidation on ice growth and melting (2025)

Al–Co–Nb Ternary Phase Diagram Evaluation (2024)

Practical Implications of Using an Online Data-Driven Optimizer for Calcium-Treated Steels (2024)

Adaptive Neuro‐fuzzy Inference System‐Long Short‐Term Memory Hybrid Model to Forecast Castability of Al‐Killed Steel Prior to Continuous Casting (2024) – Part of AI in action

Online Supervisory System for In-Process Optimization of Calcium Additions by Continuously Monitoring the State of Non-metallic Inclusions Inside Low-Alloyed Liquid Steels (2024)

INEVITABLE project: digitally upgrading metallurgical processes (2023)

Understanding ice and water film formation on soil particles by combining density functional theory and Casimir-Lifshitz forces (2023)

Electrode fabrication techniques for Li Ion based energy storage system: a review (2023)

3D printed mechanically representative aortic model made of gelatin fiber reinforced silicone composite (2022)

Investigating the Applicability and Limitations of Glass-Forming Criteria Based on Bond Parameters on Thermal Stability in Mg-Based Multicomponent Bulk Metallic Glasses (2018)

Computational platform for manufacturing bulk metallic glasses based on GFA parameters (2018)

Understanding the effect of compositions on electronegativity, atomic radius and thermal stability of Mg-Ni-Y amorphous alloy (2018)

Indirect casting of patient-specific tricalcium phosphate zirconia scaffolds for bone tissue regeneration using rapid prototyping methodology (2017)

Indirect fabrication of hydroxyapatite/β-tricalcium phosphate scaffold for osseous tissue formation using additive manufacturing technology (2016)

Rapid prototyping assisted fabrication of patient specific β-tricalciumphosphate scaffolds for bone tissue regeneration (2016)

3D bio-plotted composite scaffold made of collagen treated hydroxyapatite-tricalciumphosphate for rabbit tibia bone regeneration (2016)

Conferences

Data-driven predictions of castability in low-alloyed steels with the aid of ab-initio datasets (2025) – EOSC Vienna

A novel decision support system for online optimization of calcium additions using a data-centric machine learning approach (2023) – ESTAD Düsseldorf

Optimization and performance improving in metal industry by digital technologies (2023)

Self-adaptive data-driven models for process monitoring during ladle refining and continuous casting (2022) – EOSC Aachen

Evaluation of inclusion characteristics to monitor the efficiency of calcium-treatment in low-alloyed liquid steels (2021) – ESTAD Stockholm

Thesis

Data-driven modeling for online predictions in steelmaking – PhD thesis (2024)

Multimaterial 3D Printing of a mechanically representative aortic model for the testing of novel biomedical implants – Postgraduate (2019)

Role of thermodynamic parameters on stability of metallic glasses – Undergraduate (2017)

Journal Reviewer

1. Journal of Non-crystalline Solids – Springer (since 2018)
2. High Temperature Materials and Processes – De Gruyter (since 2024)
3. Metallurgical and Materials Transactions B – Springer (since 2024)
4. Canadian Metallurgical Quarterly – Taylor & Francis (since 2025)
5. Steel Research International – Wileys (since 2025)