SungKu Heo

kangwon national university

H指数:23

被引数:1,395

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Interpretable QSPR Modeling of PFAS Endpoints via Transformer-Driven SMILES-to-Molecular Descriptor Learning

基于Transformer驱动的SMILES到分子描述符学习的PFAS终点可解释QSPR建模

Journal of Hazardous Materials

IF11.3

2026-10-150

PRE

Techno-economic and environmental assessments of implementable wastewater-to-hydrogen production technologies: Pathway towards circular hydrogen economy in South Korea

技术经济和环境评估可实施的污水制氢生产技术：韩国迈向循环氢经济的路径

Energy

IF9.4

2026-06-270

PRE

Offline reinforcement learning-driven feedforward control in sequencing batch reactor for TMAH-rich semiconductor wastewater

序批式反应器中基于离线强化学习的TMAH富集半导体废水前馈控制

Journal of Water Process Engineering

IF6.7

2026-05-010

PRE

Multi-objective pathway selection for sustainable biorefinery process with harvest scheduling under time-varying climate: Techno-economic analysis and life cycle assessment approach

在时变气候条件下，可持续生物炼制过程中收获计划的多目标路径选择：技术经济分析与生命周期评估方法

Energy Conversion and Management

IF10.9

2025-07-250

PRE

Predictive monitoring of wastewater treatment performance: Seasonal microbial activity and data-informed water quality model

污水处埋性能的预测性监测：季节性微生物活动与数据驱动的水质模型

JOURNAL OF WATER PROCESS ENGINEERING

IF6.7

2025-05-010

PRE

Multi-agent reinforcement learning-driven adaptive controller tuning system for autonomous control of wastewater treatment plants: An offline learning approach

JOURNAL OF WATER PROCESS ENGINEERING

IF6.7

2025-02-010

PRE

Explainable AI-driven high-fidelity IAQ prediction (HiFi-IAQ) model for subway stations: Spatiotemporal outdoor air quality interpolation using geographic data (Vol 263, 111906, 2024)

BUILDING AND ENVIRONMENT

IF7.6

2025-01-010

PRE

AI-driven ventilation control policy proximal optimization coupled with dynamic-informed real-time model calibration for healthy and sustainable indoor PM2.5 management

ENERGY AND BUILDINGS

IF7.1

2024-11-011

PRE

XRL-FlexSBR: Multi-agent reinforcement learning-driven flexible SBR control with explainable performance guarantee under diverse influent conditions

JOURNAL OF WATER PROCESS ENGINEERING

IF6.7

2024-09-013

PRE

Explainable AI-driven high-fidelity IAQ prediction (HiFi-IAQ) model for subway stations: Spatiotemporal outdoor air quality interpolation using geographic data

可解释的AI驱动的地铁站高保真IAQ预测 (hifi-iaq) 模型: 使用地理数据的时空室外空气质量插值

BUILDING AND ENVIRONMENT

IF7.6

2024-09-011

PRE

Green hydrogen vs green ammonia: A hierarchical optimization-based integrated temporal approach for comparative techno-economic analysis of international supply chains

JOURNAL OF CLEANER PRODUCTION

IF10

2024-08-010

PRE

Multi-agent reinforcement learning-enhanced autonomous calibration method for wastewater treatment modeling: Long-term validation of a full-scale plant

JOURNAL OF WATER PROCESS ENGINEERING

IF6.7

2024-03-016

PRE

Towards mega-scale decarbonized industrial park (Mega-DIP): Generative AI-driven techno-economic and environmental assessment of renewable and sustainable energy utilization in petrochemical industry

迈向大规模脱碳工业园区 (mega-dip): 石化行业可再生和可持续能源利用的生成式AI驱动的技术经济和环境评估

RENEWABLE & SUSTAINABLE ENERGY REVIEWS

IF16.3

2024-01-014

PRE

Flexible renewable energy planning based on multi-step forecasting of interregional electricity supply and demand: Graph-enhanced AI approach

基于区域间电力供需多步预测的灵活可再生能源规划: 图形增强型AI方法

ENERGY

IF9.4

2023-11-012

PRE

Smart solutions for clean air: An AI-guided approach to sustainable industrial pollution control in coal-fired power plant

ENVIRONMENTAL POLLUTION

IF7.3

2023-10-013

PRE

End-to-end autonomous and resilient operability strategy of full-scale PN-SBR system: From influent augmentation to AI-aided optimal control and scheduling

JOURNAL OF WATER PROCESS ENGINEERING

IF6.7

2023-07-015

PRE

Development of transparent high-frequency soft sensor of total nitrogen and total phosphorus concentrations in rivers using stacked convolutional auto-encoder and explainable AI

JOURNAL OF WATER PROCESS ENGINEERING

IF6.7

2023-07-0112

PRE

A Brief Insight into the Toxicity Conundrum: Modeling, Measuring, Monitoring and Evaluating Ecotoxicity for Water Quality towards Environmental Sustainability

SUSTAINABILITY

IF3.3

2023-05-311

A multi-agent AI reinforcement-based digital multi-solution for optimal operation of a full-scale wastewater treatment plant under various influent conditions

JOURNAL OF WATER PROCESS ENGINEERING

IF6.7

2023-04-0113

PRE

Explainable multisensor fusion-based automatic reconciliation and imputation of faulty and missing data in membrane bioreactor plants for fouling alleviation and energy saving

CHEMICAL ENGINEERING JOURNAL

IF13.2

2023-01-0117

PRE

SungKu Heo

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