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    • [2026 UNIST Matriculation] “Design Questions the World Has Never Seen!” 4 hours ago
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Home Contents Research

Simulating Wolf Pack Attacks to Strengthen AI Collaboration and Resilience

Their findings have been accepted for presentation at 2025 ICML, held from July 13 to 19 in Vancouver, Canada.

Simulating Wolf Pack Attacks to Strengthen AI Collaboration and Resilience

Abstract Traditional robust methods in multi-agent reinforcement learning (MARL) often struggle against coordinated adversarial attacks in cooperative scenarios. To address this limitation, we propose the Wolfpack Adversarial Attack framewo... Read More

Jul 30, 2025 By JooHyeon Heo Research
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Revolutionary AI Tech Breathes Life into Virtual Companion Animals

The findings of this research were published in the International Journal of Computer Vision (IJCV) on June 2, 2025. I

Revolutionary AI Tech Breathes Life into Virtual Companion Animals

Abstract We tackle animatable 3D dog reconstruction from a single image, noting the overlooked potential of animals. Particularly, we focus on dogs, emphasizing their intrinsic characteristics that complicate 3D observation. First, the cons... Read More

Jul 28, 2025 By JooHyeon Heo Research
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Novel Solar System Converts Nitrate in Wastewater into High-Value Ammonia

Their findings have been published online in Advanced Materials on June 22, 2025.

Novel Solar System Converts Nitrate in Wastewater into High-Value Ammonia

Abstract The photoelectrochemical nitrate reduction reaction (PEC NO3RR) potentially converts nitrate, a major water pollutant, into NH3, which is an eco-friendly, next-generation energy source. However, achieving high efficiency in the PEC... Read More

Jul 25, 2025 By JooHyeon Heo Research
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Innovative Adhesive Film Harvests Electricity from Peeling, Enabling Battery-Free Sensing and Safety

Their findings have been published in Advanced Functional Materials on June 11, 2025

Innovative Adhesive Film Harvests Electricity from Peeling, Enabling Battery-Free Sensing and Safety

Abstract Triboelectric nanogenerators (TENGs) harvest electrical energy from interfacial separation, yet achieving programmable and enhanced output through controlled separation mechanisms remains challenging. Here, a metamaterial adhesive-... Read More

Jul 24, 2025 By JooHyeon Heo Research
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New Catalyst Developed to Efficiently Reduce NOx Across a Wide Temperature Range

The research findings have been published online in Appl. Catal. B: Environ. on June 12, 2025.

New Catalyst Developed to Efficiently Reduce NOx Across a Wide Temperature Range

Abstract The development and commercialization of efficient NH3-selective catalytic reduction catalysts with a broad operational temperature range are crucial for mitigating NOx emissions from stationary sources; however, these remain a sig... Read More

Jul 23, 2025 By JooHyeon Heo Research
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New Study Unveils Innovative Technology for Early Detection of Short-Circuit Precursors in ASSBs

The research findings have been published online in ACS Energy Letters on June 10, 2025.

New Study Unveils Innovative Technology for Early Detection of Short-Circuit Precursors in ASSBs

Abstract A significant challenge in solid-state batteries remains the need to understand and control electrochemomechanical phenomena arising from the complex interplay between electrochemical reactions and mechanical stress within the cell... Read More

Jul 22, 2025 By JooHyeon Heo Research
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Revolutionary Low-Emission NH3 Production Method Achieves 5.6-Fold Increase in Yield Using Silicon Nitride

Their findings were published online in Nature Communications on July 1, 2025.

Revolutionary Low-Emission NH3 Production Method Achieves 5.6-Fold Increase in Yield Using Silicon Nitride

Abstract By enabling ammonia synthesis under near ambient conditions, mechanochemistry provides a paradigm shift, a new decentralized production method that avoids the high temperature (above 400 °C) and high pressure (above 200 bar) requir... Read More

Jul 21, 2025 By JooHyeon Heo Research
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New Theoretical Framework Addresses Long-Standing Discrepancies in Spin-Lattice Interactions in Solids

The findings of this research have been published in the Physical Review Letters on June 27, 2025.

New Theoretical Framework Addresses Long-Standing Discrepancies in Spin-Lattice Interactions in Solids

Abstract Recent interest in orbital angular momentum has led to a rapid expansion of research on spin-orbit coupling effects in solids, while also highlighting significant technical challenges. The breaking of rotational symmetry renders th... Read More

Jul 18, 2025 By JooHyeon Heo Research
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Tunneling Magnetoresistance in Altermagnetic RuO2-Based Magnetic Tunnel Junctions

The findings were published in Physical Review Letters on June 20, 2025.

Tunneling Magnetoresistance in Altermagnetic RuO2-Based Magnetic Tunnel Junctions

Abstract Altermagnets exhibit characteristics akin to antiferromagnets, with spin-split anisotropic bands in momentum space. RuO2 has been considered as a prototype altermagnet; however, recent reports have questioned altermagnetic ground s... Read More

Jul 17, 2025 By JooHyeon Heo Research
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New Discovery Reveals How Two Proteins Collaborate to Detect UV-Induced DNA Damage

The findings were published online in the esteemed journal Nucleic Acids Research (Impact Factor: 16.6) on June 18, 2025.

New Discovery Reveals How Two Proteins Collaborate to Detect UV-Induced DNA Damage

Abstract Ultraviolet-induced DNA lesions are removed by the nucleotide excision repair (NER) pathway. In global-genome NER (GG-NER), XPC-RAD23B recognizes the lesions and initiates NER. However, cyclobutane pyrimidine dimers (CPDs), which d... Read More

Jul 14, 2025 By JooHyeon Heo Research
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