activity
20102026
most citeddPOLY: Deep Learning of Polymer Phases and Phase Transition

47 citations · 108 across the 28 of their papers we have counts for

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Showing 2025Show all

11 papers · 1 filter

physics.chem-ph2025

Nanobubble size controls gas hydrate nucleation in supercooled water

Ramkhelavan Kanaujiya, Atanu K. Metya, Rajnish Kumar +1

Gas hydrates are crystalline compounds formed when water molecules encapsulate guest gas molecules under high pressure and low temperatures. They have gained significant interest d…

physics.chem-ph2025

Gas Mixture Diffusion and Distribution in the Porous ZIF-90 Framework

Ashok Yacham, Tarak K. Patra, Jithin John Varghese

Understanding how gas mixtures diffuse and distribute within porous frameworks is central to designing advanced separation and storage materials. Here, we investigate the transport…

cond-mat.soft2025

Breaking Ion Clusters: Size Asymmetry for Faster Ion Transport in Polymer Electrolytes

Ganesh K Rajahmundry, Tarak K Patra

Solid polymer electrolytes (SPEs) are ion-containing solid materials composed of a polymer matrix that enables ionic transport while maintaining the mechanical stability. The conve…

cond-mat.soft2025

Packing, Phase Separation and Interface Compatibility in Reversibly Crosslinked Polymers

Abhishek S. Chankapure, Rahul Karmakar, Srikanth Sastry +2

Vitrimers are a class of crosslinked polymer that are capable of undergoing bond exchange reactions, allowing structural reorganization while maintaining overall network integrity.…

cond-mat.soft2025

Sequence-Defined Phase Behavior of Poly(N-Isopropylacrylamide-co-Acrylamide) in Water

Sandeep Parma, R. Nagaranajan, Tarak K Patra

The precise arrangement of different chemical moieties in a polymer determines its thermophysical properties. How the sequence of moieties impacts the properties of a polymer is an…

physics.chem-ph2025

Molecular Mechanisms of Polymer Crosslinking via Thermal Activation

Javed Akhtar, Jogeswar Chhatria, Sooraj Kunnikuruvan +2

Developing efficient and universal polymer crosslinking strategies is pivotal for advanced material design, especially for challenging matrixes like polyethylene, polypropylene, an…

cond-mat.mtrl-sci2025

Stability by Design: Atomistic Insights into Hydrolysis-Driven MOF Degradation

Ashok Yacham, Tarak K. Patra, Jithin John Varghese +1

Metal-organic frameworks (MOFs) are porous materials formed by interconnected metal atoms via organic linkers, resulting in high surface area and tuneable porosity, making them exc…

cond-mat.soft2025

Microphase Separation Controls the Dynamics of Associative Vitrimers

Rahul Karmakar, Abhishek S. Chankapure, Srikanth Sastry +2

Vitrimers are a class of polymers characterized by dynamic covalent networks, where specific monomer units, which are know as stickers, form reversible crosslinks that enable netwo…

cond-mat.mtrl-sci2025

Thickening of liquids using copolymer grafted nanoparticles

Prama Adhya, Sachin M. B. Gautham, Tarak K Patra +2

Precise control over the flow behavior of liquids is a critical problem and is demanding for multifaceted applications. Introducing surface-engineered nanoparticles into the liquid…

cond-mat.soft2025

Rouse Mode Analysis of Chain Relaxation in Reversibly Crosslinked Polymer Melts

Rahul Karmakar, Srikanth Sastry, Sanat K. Kumar +1

Polymer melts with chains undergoing reversible crosslinking have distinctively favorable dynamic properties, e.g., self healing and reprocessability. In these situations there are…

cond-mat.mtrl-sci2025

An Explainable AI Model for Binary LJ Fluids

Israrul H Hashmi, Rahul Karmakar, Marripelli Maniteja +2

Lennard-Jones (LJ) fluids serve as an important theoretical framework for understanding molecular interactions. Binary LJ fluids, where two distinct species of particles interact b…