Agni Kumar Biswal
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View article: Toward sustainable polymer design: a molecular dynamics-informed machine learning approach for vitrimers
Toward sustainable polymer design: a molecular dynamics-informed machine learning approach for vitrimers Open
This study introduces a machine learning framework to predict the glass transition temperature ( T g ) of vitrimers using molecular dynamics data, which leads to the discovery and experimental synthesis of two novel vitrimers with desirabl…
View article: AI‐Guided Inverse Design and Discovery of Recyclable Vitrimeric Polymers
AI‐Guided Inverse Design and Discovery of Recyclable Vitrimeric Polymers Open
Vitrimer is a new, exciting class of sustainable polymers with healing abilities due to their dynamic covalent adaptive networks. However, a limited choice of constituent molecules restricts their property space and potential applications.…
View article: Recyclable vitrimer-based printed circuit board for circular electronics
Recyclable vitrimer-based printed circuit board for circular electronics Open
Electronics are integral to modern life; however, at their end-of-life these devices produce environmentally hazardous electronic waste (e-waste). Recycling the ubiquitous printed circuit boards (PCBs) that make up a substantial mass and v…
View article: Out-of-oven rapid synthesis of entropy stabilized oxides using radio frequency heating
Out-of-oven rapid synthesis of entropy stabilized oxides using radio frequency heating Open
Entropy stabilized oxides (ESOs) are a new class of stable hybrids and single phase metal oxides made from multiple ions with material properties somewhere between the constituent oxides, or occasionally entirely new properties. One of the…