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S

Sicheng Zhan

Massachusetts Institute of Technology

14H指数
46论文数
837被引数
收录论文 19
发表时间
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Dual-phase evaluation framework of physics-informed machine learning model for building dynamics modeling and advanced control建筑动力学建模与先进控制中物理信息机器学习模型的双相评估框架
errEnergy and Buildings
IF7.1
err2025-12-03
err0
errOAAI
errXuezheng Wang; Zixin Jiang; Sicheng Zhan; Wei Liang; Bing Dong
err分享
err收藏
Ten questions concerning calibrating building energy simulation models关于建筑能耗模拟模型校准的十个问题
errBuilding and Environment
IF7.6
err2025-07-18
err0
PREAI
errAdrian Chong; Da Yan; Kaiyu Sun; Sicheng Zhan; Siyu Cheng; Yi Wu; Yixing Chen; Tianzhen Hong
err分享
err收藏
Sustainable cooling in the tropics with mixed-mode ventilation and thermal adaptation热带地区可持续冷却与混合通风及热适应
errBuilding and Environment
IF7.6
err2025-07-16
err0
PREAI
errYue Lei; Sicheng Zhan; Adrian Chong
err分享
err收藏
Time-series generative networks for synthesizing realistic scenarios in occupant-centric building simulation面向以住户为中心的建筑仿真中合成真实场景的时间序列生成网络
errBuilding Simulation
IF5.9
err2025-07-01
err0
PREAI
errAnkush Chakrabarty; Luigi Vanfretti; Ye Wang; Sicheng Zhan; Takuma Mineyuki; Wei-Ting Tang; Joel A. Paulson; Vedang Deshpande; Scott A. Bortoff; Christopher R. Laughman
err分享
err收藏
Exploiting mixed-frequency characteristics in parametric Mean-Expected Shortfall portfolio selection利用混合频率特征进行参数化均值-预期损失投资组合选择
errECONOMIC MODELLING
IF4.7
err2025-07-01
err0
PREAI
errLiu, Shuting; Zhang, Sicheng; Chen, Yun
err分享
err收藏
A learning-based model predictive control method for unlocking the potential of building energy flexibility一种基于学习的模型预测控制方法，用于释放建筑能源灵活性的潜力
errENERGY AND BUILDINGS
IF7.1
err2025-03-01
err0
PREAI
errZhu, Jie; Niu, Jide; Zhan, Sicheng; Tian, Zhe; Chong, Adrian; Wang, Huilong; Zhou, Haizhu
err分享
err收藏
Bridging performance gap for existing buildings: The role of calibration and the cascading effect
errBUILDING SIMULATION
IF5.9
err2024-12-28
err0
PREAI
errZhan, Sicheng; Zhu, Mingya; Cheng, Siyu; Chong, Adrian
err分享
err收藏
Energy flexibility quantification of a tropical net-zero office building using physically consistent neural network-based model predictive control使用基于物理一致的神经网络的模型预测控制对热带净零办公楼的能量灵活性进行量化
errADVANCES IN APPLIED ENERGY
IF13.8
err2024-07-01
err7
errOAAI
errLiang, Wei; Li, Han; Zhan, Sicheng; Chong, Adrian; Hong, Tianzhen
err分享
err收藏
Experimental evaluation of thermal adaptation and transient thermal comfort in a tropical mixed-mode ventilation context在热带混合模式通风环境中对热适应和瞬态热舒适性的实验评估
errBUILDING AND ENVIRONMENT
IF7.6
err2024-01-01
err9
PREAI
errLei, Yue; Tekler, Zeynep Duygu; Zhan, Sicheng; Miller, Clayton; Chong, Adrian
err分享
err收藏
Improving energy flexibility and PV self-consumption for a tropical net zero energy office building提高热带净零能耗办公楼的能源灵活性和光伏自耗
errENERGY AND BUILDINGS
IF7.1
err2023-01-01
err30
PREAI
errZhan, Sicheng; Dong, Bing; Chong, Adrian
err分享
err收藏
A practical deep reinforcement learning framework for multivariate occupant-centric control in buildings一种用于建筑物中多变量以乘员为中心的控制的实用深度强化学习框架
errAPPLIED ENERGY
IF11
err2022-10-01
err50
PREAI
errLei, Yue; Zhan, Sicheng; Ono, Eikichi; Peng, Yuzhen; Zhang, Zhiang; Hasama, Takamasa; Chong, Adrian
err分享
err收藏
Impact of occupant related data on identification and model predictive control for buildings乘员相关数据对建筑物识别和模型预测控制的影响
errAPPLIED ENERGY
IF11
err2022-10-01
err12
PREAI
errZhan, Sicheng; Lei, Yue; Jin, Yuan; Yan, Da; Chong, Adrian
err分享
err收藏
Calibrating building simulation models using multi-source datasets and meta-learned Bayesian optimization
errENERGY AND BUILDINGS
IF7.1
err2022-09-01
err26
PREAI
errZhan, Sicheng; Wichern, Gordon; Laughman, Christopher; Chong, Adrian; Chakrabarty, Ankush
err分享
err收藏
ROBOD, room-level occupancy and building operation dataset
errBUILDING SIMULATION
IF5.9
err2022-08-15
err27
PREAI
errTekler, Zeynep Duygu; Ono, Eikichi; Peng, Yuzhen; Zhan, Sicheng; Lasternas, Bertrand; Chong, Adrian
err分享
err收藏
Forecasting building occupancy: A temporal-sequential analysis and machine learning integrated approach
errENERGY AND BUILDINGS
IF7.1
err2021-12-01
err29
PREAI
errYuan, Jin; Da, Yan; Xuyuan, Kang; Adrian, Chong; Hongsan, Sun; Sicheng, Zhan
err分享
err收藏
Data science for building energy efficiency: A comprehensive text-mining driven review of scientific literature
errENERGY AND BUILDINGS
IF7.1
err2021-07-01
err44
PREAI
errAbdelrahman, Mahmoud M.; Zhan, Sicheng; Miller, Clayton; Chong, Adrian
err分享
err收藏
Data requirements and performance evaluation of model predictive control in buildings: A modeling perspective建筑物中模型预测控制的数据需求和性能评估: 建模视角
errRENEWABLE & SUSTAINABLE ENERGY REVIEWS
IF16.3
err2021-05-01
err83
PREAI
errZhan, Sicheng; Chong, Adrian
err分享
err收藏
Building categorization revisited: A clustering-based approach to using smart meter data for building energy benchmarking重新审视建筑分类: 一种基于聚类的智能电表数据用于建筑能源基准测试的方法
errAPPLIED ENERGY
IF11
err2020-07-01
err75
PREAI
errZhan, Sicheng; Liu, Zhaoru; Chong, Adrian; Yan, Da
err分享
err收藏
Automated recognition and mapping of building management system (BMS) data points for building energy modeling (BEM)
errBUILDING SIMULATION
IF5.9
err2020-03-20
err17
PREAI
errZhan, Sicheng; Chong, Adrian; Lasternas, Bertrand
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
T
Tianzhen Hong
H 指数: 82 · 论文数: 356
D
Da Yan
H 指数: 63 · 论文数: 421
Z
Zhe Tian
H 指数: 61 · 论文数: 1.0K
陈
陈赟 (Yun Chen)
H 指数: 50 · 论文数: 494
B
Bing Dong
H 指数: 47 · 论文数: 190
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