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Deep Learning in Chemistry

Journal of Chemical Information and Modeling, 2019
Machine learning enables computers to address problems by learning from data. Deep learning is a type of machine learning that uses a hierarchical recombination of features to extract pertinent information and then learn the patterns represented in the data.
Adam Mater, Michelle L Coote
exaly   +4 more sources

Adsorption Capacity and Phosphate Removal Efficiency of Oyster Shells and its Implications to Chemistry Learning

Gagasan Pendidikan Indonesia, 2023
The aquaculture sector of the Philippines which includes fish pond culture systems faces many challenges and issues such as high concentration of phosphate which does not only affect water parameters but also triggers the occurrence of Harmful Algal ...
John Rommel T. Retuya, Victoria N. Malaya   +1 more
doaj   +1 more source

Implementation of Molecular Visualization Program for Chemistry Learning

Prisma Sains: Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram, 2021
This study aims to investigate the implementation of molecular visualization programs for improving students’ understanding of concepts in chemical bonding.
Risnita Vicky Listyarini
doaj   +1 more source

From screen to bench: unpacking the shifts in chemistry learning experiences during the COVID-19 transition

Chemistry Teacher International, 2023
This research comprehensively analyzes students’ Chemistry Learning Experience (CLE) during the COVID-19 pandemic, comparing online learning experiences with traditional face-to-face instruction in the post-pandemic phase.
Ramadhani Dimas Gilang, Yamtinah Sri, Saputro Sulistyo, Sarwanto Sarwanto, Masykuri Mohammad   +4 more
doaj   +1 more source

AN ANALYSIS OF CHEMISTRY HIGH SCHOOL END-OF-YEAR EXAMS ACCORDING TO BLOOM’S COGNITIVE COMPLEXITY

EDUSAINS, 2021
ANALISIS UJIAN AKHIR KIMIA BERDASARKAN KOMPLEKSITASKOGNITIF TAKSONOMI BLOOM Abstract School exams has been used by teachers to determine the success of students’ learning.
Salamah Agung, Amrina Alhumaira, Dedi Irwandi Yuskar, Tika Reformatika Fuadi   +3 more
doaj   +1 more source

Development of Guided Inquiry Lesson Based on Ethnoscience E-Modules to Improve Students’ Problem-solving Ability in Chemistry Class

Journal of Innovation in Educational and Cultural Research, 2022
The limitations of teaching materials in the implementation of distance learning coupled with students’ low problem-solving ability led to the need to develop teaching materials in the form of guided inquiry to improve students’ ability to solve problems.
Syahmani Syahmani, Jahidah Rahmatilah, Atiek Winarti, Muhammad Kusasi, Rilia Iriani, Yogo Dwi Prasetyo   +5 more
doaj   +1 more source

Deep learning for computational chemistry [PDF]

Journal of Computational Chemistry, 2017
The rise and fall of artificial neural networks is well documented in the scientific literature of both computer science and computational chemistry. Yet almost two decades later, we are now seeing a resurgence of interest in deep learning, a machine learning algorithm based on multilayer neural networks.
Garrett B. Goh, Nathan O. Hodas, Abhinav Vishnu   +2 more
openaire   +3 more sources

Social media-based learning in Chemistry learning: A review

Eclética Química, 2023
Social media-based learning can involve students in open, competitive, and running learning according to the speed of each understanding. This study aims to examine empirical articles about social media increasing the motivation to study chemistry for ...
Hayuni Retno Widarti, Titin Sriwahyuni, Deni Ainur Rokhim, Afis Baghiz Syafrudin   +3 more
doaj   +1 more source

VARK-based Chemistry Learning to Improve Students’ Critical Thinking Skills in Learning Molecular Geometry

Journal of Innovation in Educational and Cultural Research, 2023
Learning that does not accommodate the learning styles of all students will experience boredom and a decrease in the critical level of students. This study aims to determine the effect of VARK learning style-based chemistry learning on improving students'
Ade Gunawan, Leny Heliawati, Anna Permanasari   +2 more
doaj   +1 more source

فاعلية استخدام مدخل تفکير النظم Systems thinking في تعلم الکيمياء لتنمية مهارات التفکير عالي الرتبة لدى طلاب شعبة الکيمياء في کليات التربية. [PDF]

مجلة البحث العلمي في التربية, 2020
المستخلص هدف البحث الحالي إلى تحديد فاعلية استخدام مدخل تفکير النظم Systems thinking في تعلم الکيمياء لتنمية مهارات التفکير عالي الرتبة لدى طلاب شعبة الکيمياء في کليات التربية؛ ولتحقيق ذلک تم تحديد مهارات التفکير عالي الرتبة التي ينبغي تنميتها، وإعداد ...
دعاء سعيد محمود إسماعيل إسماعيل
doaj   +1 more source