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Beyond diamond: Interpretable machine learning reveals design principles for quantum defect host materials
Solid-state spin defects in wide-bandgap semiconductors are leading candidates for quantum information processing, but systematic …
Md Mahshook A
,
Rudra Banerjee
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Geometric percolation threshold defines half-metallic window in vacancy-doped TiS$_2$
Defect engineering of two-dimensional materials routinely produces local magnetic moments, yet itinerant half-metallic ferromagnetism …
Shrestha Dutta
,
Rudra Banerjee
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Local Atomic Structure of Molybdenum-Based Vacancy-Ordered Perovskites: A Direct Evidence of Oxyhalide Formation and Selective Doping
Doping in lead-free vacancy-ordered perovskites (A2BX6) is a primary strategy for modulating their optoelectronic properties; however, …
Rupam Ghosh ,
Shrestha Dutta
, Irin Mary Joseph , Ushita Roy , Radha Rathod , Dipankar Saha , K. R. Priolkar ,
Rudra Banerjee
, Pralay K. Santra
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DOI
A joint viscoelastic model for full-spectrum creep prediction: application to PMMA/TiO$_\mathsf{2}$ nanocomposites
Polymer nanocomposites are widely used in applications ranging from biomedical implants to aerospace components and emerging terahertz …
Ravichandran Ramya ,
Rudra Banerjee
, Priyanka Biswas , Payel Bandyopadhyay
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DOI
Early-d-metal Janus MXenes as near-thermoneutral hydrogen evolution electrocatalysts: role of anion identity and d-band asymmetry
Identifying earth-abundant alternatives to platinum for the hydrogen evolution reaction (HER) remains a central challenge in electrocatalysis. Janus MXenes—two-dimensional carbides or nitrides with chemically distinct metal sublattices—break the mirror symmetry of conventional MXenes and create an electronic non-equivalence between the two oxygen-terminated surfaces that is inaccessible in symmetric structures. Here we exploit this asymmetry through a spin-polarised GGA + U density functional theory screening of six O-terminated Janus MXenes M1M2XO2 (M1/M2 = Ti/Zr, V/Nb, Cr/Mo; X = C, N), constructed as a 3 × 2 factorial series that disentangles d-electron count, 3d/4d orbital extent, and anion electronegativity. Among the thermodynamically stable candidates, only the group-5 VNb pair achieves near-thermoneutral hydrogen binding: VNbCO2 (ΔGH* = −0.03 eV) and VNbNO2 (−0.11 eV) both satisfy |ΔGH*| ≤ 0.3 eV, whereas the group-4 TiZr systems under-bind and the group-6 CrMo nitride exhibits anomalous under-binding driven by exchange splitting of the Cr d-states. A site-resolved d-band centre analysis reveals that the 3d-metal εd correlates strongly with ΔGH* across the non-magnetic systems (R = −0.91) but loses predictive power when spin polarisation is significant. The anion sublattice acts as a secondary compositional lever—shifting ΔGH* by 0.08 eV within the VNb pair while triggering a 0.67 eV destabilising swing in the magnetic CrMo pair—demonstrating that its tuning capacity is contingent on the metal pair having first placed the system near the volcano apex. These results establish that optimal HER performance in early-d-metal Janus MXenes requires a non-magnetic, spatially asymmetric 3d/4d pair at intermediate d-filling, and identify the VNb combination as a computationally promising candidate for noble-metal-free electrocatalysis.
Shrestha Dutta
,
Rudra Banerjee
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Facile synthesis of heterojunction BaTiO$_\mathsf{3}$/g-C$_\mathsf{3}$N$_\mathsf{4}$ electrocatalyst for hydrogen evolution reaction under acidic condition
Background Hydrogen evolution reaction (HER) is an electrochemical process for achieving sustainable energy by environment friendly …
Leena Baskar , Divyadharshini Satheesh , Yuvashree Jayavelu , Karthik Krishnan , Rathika Rajendran , Rekha Pachaiappan , Vijayarangamuthu Kalimuthu ,
Karunakaran M
,
Rudra Banerjee
, Paul Joseph Daniel , Kovendhan Manavalan
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Electronic structure engineering of Zr-doped Ti3C2 and Ti3CN MXenes for efficient hydrogen evolution reaction
Hydrogen production via the Hydrogen Evolution Reaction (HER) is crucial for sustainable energy, but its reliance on expensive Pt-based …
Shrestha Dutta
,
Rudra Banerjee
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Doping-induced enhancement of Curie temperature in Zn$_2$Ru$_{1−x}$A$_x$Mn (A = Ti, Mn, Co, Zr, and Rh) Heusler alloys: An ab initio investigation
This study examines the structural stability, electronic, and magnetic properties of off-stoichiometric Zn$_2$Ru$_{1−x}$A$_x$Mn …
Karunakaran M
,
Rudra Banerjee
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Unveiling the electronic structure-mechanical properties correlation in nanocomposites: A nanoindentation and DFT analysis of PMMA/TiO$_\mathsf{2}$
Polymer nanocomposites play a critical role in various industries, including pack- aging, sensors, biomedicine, sports equipment, and …
Ravichandran Ramya ,
Ram Manohar T K
,
Greeshma R
, S. Vijith ,
Rudra Banerjee
, Payel Bandyopadhyay
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DOI
Self-rechargeable aqueous Zn2+/K+ electrochromic energy storage device via scalable spray-coating integrated with marangoni flow
Electrochromic batteries (ECBs) represent a novel integration of energy storage and optical modulation technologies, offering versatile …
Rahuldeb Roy ,
Greeshma R
, Abdul Basith ,
Rudra Banerjee
, Ashutosh K. Singh
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