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B

Benjamin Schäfer

johns hopkins university

23H指数
157论文数
1.8K被引数
收录论文 31
发表时间
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System reliability of structural steel frames: Component- and system-based design methods钢结构框架的系统可靠性：基于构件和系统设计方法
errJournal of Constructional Steel Research
IF4.3
err2026-09-11
err0
PREAI
errDamir Akchurin; Sándor Ádány; Ronald D. Ziemian; Kim J.R. Rasmussen; Benjamin W. Schafer
err分享
err收藏
Understanding the European energy crisis through structural causal models通过结构因果模型理解欧洲能源危机
errNature Communications
IF15.7
err2026-07-17
err0
errOAAI
errSarah Schreyer; Anton Tausendfreund; Florian Immig; Ulrich Oberhofer; Julius Trebbien; Aaron Praktiknjo; Benjamin Schäfer; Dirk Witthaut
err分享
err收藏
Explainable time-series forecasting with sampling-free SHAP for Transformers基于无采样SHAP的Transformer可解释时间序列预测
errNature Communications
IF15.7
err2026-05-27
err0
errOAAI
errMatthias Hertel; Sebastian Pütz; Ralf Mikut; Veit Hagenmeyer; Benjamin Schäfer
err分享
err收藏
Deep Reinforcement Learning for Price-Aware Building Heating Control深度强化学习用于价格感知的建筑供暖控制
errKI - Kunstliche Intelligenz
IF0
err2026-04-17
err0
errOAAI
errQiong Huang; Adrian Till Assmuth; Felix Langner; Benjamin Schäfer; Veit Hagenmeyer
err分享
err收藏
Analyzing spatio-temporal dynamics of dissolved oxygen for the River Thames using superstatistical methods and machine learning
errSCIENTIFIC REPORTS
IF3.9
err2024-09-12
err2
errOAAI
errHe, Hankun; Boehringer, Takuya; Schaefer, Benjamin; Heppell, Kate; Beck, Christian
err分享
err收藏
Cracking Behavior and Stress Field Evolution in Coal Specimens Containing Bedding under Uniaxial Compression
errACS OMEGA
IF4.3
err2023-09-29
err2
errOAAI
errGuo, Chang; Wang, Zedong; Liu, Ting; Lin, Baiquan; Zhu, Chuanjie; Huang, Zhanbo; Liu, Nan
err分享
err收藏
Understanding electricity prices beyond the merit order principle using explainable AI
errENERGY AND AI
IF9.6
err2023-07-01
err11
errOAAI
errTrebbien, Julius; Gorjao, Leonardo Rydin; Praktiknjo, Aaron; Schaefer, Benjamin; Witthaut, Dirk
err分享
err收藏
The Unintended Consequences of COVID-19 Economic Responses on First Home Buyers? Evidence from New South Wales, Australia新型冠状病毒肺炎经济反应对首次购房者的意外后果？来自澳大利亚新南威尔士州的证据
errBUILDINGS
IF3.1
err2023-05-01
err7
errOAAI
errBangura, Mustapha; Lee, Chyi Lin; Schafer, Benjamin
err分享
err收藏
Critical interactions and tumor-specific mutations of Bcl-2 transmembrane domains revealed by a novel split luciferase assay
errCANCER RESEARCH
IF16.6
err2023-04-04
err0
PREAI
errBeigl, Tobias B.; Paul, Alexander; Weller, Sandra; Schafer, Benjamin; Aulitzky, Walter E.; Kopp, Hans-Georg; Fellmeth, Thomas; Pluhackova, Kristyna; Rehm, Markus; Essmann, Frank
err分享
err收藏
Initial analysis of the impact of the Ukrainian power grid synchronization with Continental Europe乌克兰电网与欧洲大陆同步影响的初步分析
errENERGY ADVANCES
IF4.3
err2023-01-01
err6
errOAAI
errBoettcher, Philipp C.; Rydin Gorjao, Leonardo; Beck, Christian; Jumar, Richard; Maass, Heiko; Hagenmeyer, Veit; Witthaut, Dirk; Schaefer, Benjamin
err分享
err收藏
Secondary control activation analysed and predicted with explainable AI使用可解释的AI对二次控制激活进行分析和预测
errELECTRIC POWER SYSTEMS RESEARCH
IF4.2
err2022-11-01
err10
errOAAI
errKruse, Johannes; Schafer, Benjamin; Witthaut, Dirk
err分享
err收藏
Understanding Braess' Paradox in power grids理解braess在电网中的悖论
errNATURE COMMUNICATIONS
IF15.7
err2022-09-14
err19
errOAAI
errSchaefer, Benjamin; Pesch, Thiemo; Manik, Debsankha; Gollenstede, Julian; Lin, Guosong; Beck, Hans-Peter; Witthaut, Dirk; Timme, Marc
err分享
err收藏
Data-driven load profiles and the dynamics of residential electricity consumption数据驱动的负荷曲线和居民用电动态
errNATURE COMMUNICATIONS
IF15.7
err2022-08-06
err31
errOAAI
errAnvari, Mehrnaz; Proedrou, Elisavet; Schaefer, Benjamin; Beck, Christian; Kantz, Holger; Timme, Marc
err分享
err收藏
Machine learning approach towards explaining water quality dynamics in an urbanised river
errSCIENTIFIC REPORTS
IF3.9
err2022-07-19
err15
errOAAI
errSchaefer, Benjamin; Beck, Christian; Rhys, Hefin; Soteriou, Helena; Jennings, Paul; Beechey, Allen; Heppell, Catherine M.
err分享
err收藏
Spatial heterogeneity of air pollution statistics in Europe
errSCIENTIFIC REPORTS
IF3.9
err2022-07-16
err8
errOAAI
errHe, Hankun; Schaefer, Benjamin; Beck, Christian
err分享
err收藏
Inferring Topology of Networks With Hidden Dynamic Variables
errIEEE ACCESS
IF3.6
err2022-01-01
err2
errOAAI
errSchmidt, Raoul; Haehne, Hauke; Hillmann, Laura; Casadiego, Jose; Witthaut, Dirk; Schafer, Benjamin; Timme, Marc
err分享
err收藏
Phase and Amplitude Synchronization in Power-Grid Frequency Fluctuations in the Nordic Grid北欧电网电网频率波动中的相位和幅度同步
errIEEE ACCESS
IF3.6
err2022-01-01
err4
errOAAI
errGorjao, Leonardo Rydin; Vanfretti, Luigi; Witthaut, Dirk; Beck, Christian; Schaefer, Benjamin
err分享
err收藏
Validation Methods for Energy Time Series Scenarios From Deep Generative Models
errIEEE ACCESS
IF3.6
err2022-01-01
err13
errOAAI
errCramer, Eike; Gorjao, Leonardo Rydin; Mitsos, Alexander; Schafer, Benjamin; Witthaut, Dirk; Dahmen, Manuel
err分享
err收藏
Revealing drivers and risks for power grid frequency stability with explainable AI
errPATTERNS
IF7.4
err2021-11-01
err28
errOAAI
errKruse, Johannes; Schaefer, Benjamin; Witthaut, Dirk
err分享
err收藏
Statistical characterization of airplane delays
errSCIENTIFIC REPORTS
IF3.9
err2021-04-12
err22
errOAAI
errMitsokapas, Evangelos; Schaefer, Benjamin; Harris, Rosemary J.; Beck, Christian
err分享
err收藏

研究方向

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合作学者
合作期刊
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G. Ulrich Nienhaus
H 指数: 92 · 论文数: 542
V
Vito Latora
H 指数: 82 · 论文数: 380
J
Joaquim G. Pinto
H 指数: 72 · 论文数: 533
U
Uwe Strähle
H 指数: 71 · 论文数: 359
C
Christian Beck
H 指数: 54 · 论文数: 448
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