Nature Communications

A machine learning framework for predicting and modulating condition-dependent protein phase separation

Jangwon Bae†, Minjun Kang, Donghyuk Lee, Kuk-Jin Yoon†, Yongwon Jung†

AMOC slowdown amplifies North Atlantic salinity variability to unprecedented levels

T. Iwakiri, J.-S. Kug, S.-I. An, Y. Shin, J.-H. Oh, S. Wang

Autonomous bioisosteric replacement for multi-property optimization in drug design

Hyeongwoo Kim, Seokhyun Moon, Wonho Zhung, Shinwoo Kim, Jaechang Lim, Woo Youn Kim

Changes in El Niño–Southern Oscillation and global frequency entrainment

T. Iwakiri, J.-S. Kug

Critical role of low cloud feedback in irreversible sea level rise

S. Wang, Y. Shin, J.-H. Oh, H. Kim, J.-S. Kug

De-occluding Broadband Metalens

Seungwoo Yoon, Dohyun Kang, Eunsue Choi, Sohyun Lee, Seoyeon Kim, Minho Choi, Hyeonsu Heo, Dong-Ha Shin, Suha Kwak, Arka Majumdar, Junsuk Rho, Seung-Hwan Baek

De-occluding Broadband Metalens

Seungwoo Yoon*, Dohyun Kang, Eunsue Choi, Sohyun Lee, Seoyeon Kim, Minho Choi, Hyeonsu Heo, Dong-Ha Shin, Suha Kwak, Arka Majumdar, Junsuk Rho, Seung-Hwan Baek

Declining anthropogenic aerosols amplify Northern Hemisphere Hadley circulation weakening in the 21st century

Kim, S.-Y., S.-W. Son*, Y. Ming, D.-C. Hong, X. Gu, and R. J. Park

Generative modelling of inorganic materials with explicit electronic structure

J. Park, J.Choi, Y. Jung

Integrative genomic analysis of 21 orofacial diseases identifies shared genetic architecture with systemic diseases

Kisung Nam*, Byeong Soo Eom*, June Yeon Kim*, Moon Geon Lee, Jeong-Min Lee, Kyeongho Lee, Jae-Kook Cha, Jin Man Kim, Seunggeun Lee, Sung-Jin Kim

Negative CO2 emissions for long-term mitigation of extremes in land hydrological cycle

J. Shin, J.-S. Kug, S.-W. Park, J. Kam, S.-I. An, S.-E. Park, H. Oh, S.-W. Yeh, S. Jeong, C.-K. Park, J.-S. Kim

Negative CO2 emissions for long-term mitigation of extremes in land hydrological cycleMulti-Source Satellite and Meteorological Data

Jongsoo Shin, Jong-Seong Kug, So-Won Park, Jonghun Kam, Soon-Il An, So-Eun Park, Hyoeun Oh, Sang-Wook Yeh, Sujong Jeong, Chang-Kyun Park and Jin-Soo Kim

Non-contact On-device Detection of Obstructive Sleep Apnea from Infrared Video

You Rim Choi, Dongik Park, Hyun Kyung Lee, Suahn Bae, Sehyun Park, Dong-Kyu Kim, Yong Min Kim, Chan-Soon Park, Hyung-Sin Kim*, and Hyun-Woo Shin*

Stronger ENSO-induced global SST variability in a warming climate

S.-J. Hong, G.-I. Kim, Y. Shin, T. Iwakiri, J.-S. Kug

Synthesis of 3-desoxycollinoketone B and its ability to reduce Alzheimer-associated misfolded proteins

Seongrok Heo, Minhae Cha, Wonho Zhung, JiMin Kim, Sirisuk Keereewan, Illhwan Cho, MinSeol Park, Wonbin Seo, Heewon Shin, Soljee Yoon, Suhyun Ye, Jae-Kyung Heo, Hayoung Hwang, Woo Youn Kim, YoungSoo Kim, Sunkyu Han

A genotype-to-drug diffusion model for generation of tailored anti-cancer small molecules

Hyunho Kim, Bongsung Bae, Minsu Park, Yewon Shin, Trey Ideker, Hojung Nam

Comprehensive discovery of m6A sites in the human transcriptome at single-molecule resolution

Gihyeon Kang*, Hyeonseo Hwang*, Hyeonseong Jeon*, Heejin Choi*, Hee Ryung Chang*, Nagyeong Yeo*, Junehee Park, Narae Son, Eunkyeong Jeon, Jungmin Lim, Jaeung Yun, Wook Choi, Jae-Yoon Jo, Jong-Seo Kim, Sangho Park, Yoon Ki Kim, and Daehyu...

Emergence of an oceanic CO2 uptake hole under global warming

Lee. H., K.-M. Noh, J.-H. Oh, S.-W. Park, Y. Shin, J.-S. Kug

Factorized embedding of goal and uncertainty in the lateral prefrontal cortex guides stably flexible learning

Sung Y, Rigotti M, Lee S. W.*

Increased local DNA methylation disorder in AMLs with DNMT3A-destabilizing variants and its clinical implication

Lee D, Koo B, Kim S, Byun JM, Hong J, Shin D-Y, Sun C-H, Kim J, Song J-J, Jaiswal S, Yoon S-S, Kim S, Koh Y

Noise-induced tipping of Atlantic Meridional Overturning Circulation under climate mitigation scenarios

Oh, J.-H., J.-S. Kug, Y. Shin, X. Geng, S. Wang, F.-F. Jin, S.-I. An, S.-P. Xie, W. Liu

Polygenic architecture of brain structure and function, behaviors, and psychopathologies in children

Yoonjung Yoonie Joo, Bogyeom Kim, Gakyung Kim, Eunji Lee, Jungwoo Seo, Jiook Cha

Rapid and accurate prediction of protein homo-oligomer symmetry using Seq2Symm

Meghana Kshirsagar*, Artur Meller, Ian R. Humphreys, Samuel Sledzieski, Yixi Xu, Rahul Dodhia, Eric Horvitz, Bonnie Berger, Gregory R. Bowman, Juan Lavista Ferres, David Baker, Minkyung Baek*

SPAGRM: effectively controlling for sample relatedness in large-scale genome-wide association studies of longitudinal traits

He Xu, Yuzhuo Ma, Lin-lin Xu, Yin Li, Yufei Liu, Ying Li, Xu-jie Zhou, Wei Zhou, Seunggeun Lee, Peipei Zhang, Weihua Yue, Wenjian Bi

Striatal arbitration between choice strategies guides few-shot adaptation

Yang M. A. Jung M. W., Lee S. W.*

Super El Niño events drive climate regime shifts with enhanced risks under global warming

Xue, A., X. Geng, F.-F. Jin, Y. Shin, M.-K. Sung, J.-S. Kug

3D molecular generative framework for interaction-guided drug design

Wonho Zhung, Hyeongwoo Kim, Woo Youn Kim

3D printing with a 3D printed digital material filament for programming functional gradients

Sang-Joon Ahn, Howon Lee, and Kyu-Jin Cho

Bidirectional generation of structure and properties through a single molecular foundation model

Jinho Chang, Jong Chul Ye

Decreased Indian Ocean Dipole variability under prolonged greenhouse warming

Kim, S.-K., Park, H.-J., An, S.-I., Liu, C., Cai, W., Santoso, A., Kug, J.-S.

Deep ocean warming-induced El Niño changes

Kim, G.-I., Oh, J.-H., Shin, N.-Y., An, S.-I., Yeh, S.-W., Shin, J.-S., Kug, J.-S.

Diffusion-based Generative AI for Exploring Transition States from 2D Molecular Graphs

Seonghwan Kim, Jeheon Woo, Woo Youn Kim

Human cytomegalovirus harnesses host L1 retrotransposon for efficient replication

SY Hwang, H Kim, D Denisko, B Zhao, D Lee, J Jeong, J Kim, K Park, J Park, D Jeong, S Park, HJ Choi, S Kim, EA Lee, K Ahn

LLM-driven Multimodal Target Volume Contouring in Radiation Oncology

Yujin Oh, Sangjoon Park, Hwa Kyung Byun, Yeona Cho, Ik Jae Lee, Jin Sung Kim, Jong Chul Ye

LLM-driven Multimodal Target Volume Contouring in Radiation Oncology

Neural Étendue Expander for Ultra-Wide-Angle High-Fidelity Holographic Display

Ethan Tseng, Seung-Hwan Baek, Grace Kuo, Nathan Matsuda, Andrew Maimone, Praneeth Chakravarthula, Qiang Fu, Wolfgang Heidrich, Douglas Lanman, Felix Heide

Precise Atom-to-Atom Mapping for Organic Reactions via human-in-the-loop machine learning

S. Chen, S. An, R. Babazade, Y. Jung

Biomedical knowledge graph learning for drug repurposing by extending guilt-by-association to multiple layers

Bang D, Lim S, Lee S, Kim S

Critical role of electrons in the short lifetime of blue OLEDs

Jaewook Kim, Joonghyuk Kim, Yongjun Kim, Youngmok Son, Youngsik Shin, Hye Jin Bae, Ji Whan Kim, Sungho Nam, Yongsik Jung, Hyeonsu Kim, Sungwoo Kang, Yoonsoo Jung, Kyunghoon Lee, Hyeonho Choi, Woo Youn Kim

External globus pallidus input to the dorsal striatum regulates habitual seeking behavior in male mice

Baker M.+, Kang S.+, Hong S., Song M, Yang M, Peyton L, Essa H, Lee S. W., Choi DS