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2022 A/L Chemistry Past Paper | Sinhala Medium
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2022 A/L Chemistry Past Paper in Sinhala Medium. 2022(2023) G.C.E. Advanced Level Exam Chemistry Past Papers PDF Free Download. 2022 A/L Rasayan Vidyawa Paper Part 1 MCQ and Part 2 Sinhala medium. අ.පො.ස උසස් පෙළ 2022 රසායන විද්යාව ප්රශ්න පත්ර. A.Po.Sa Usas Pela Prashna Pathra. General Certificate of Education Advanced Level (GCE A/L) Examination 2022 Past Paper in Sinhala Medium.
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- Published: 08 May 2024
Accurate structure prediction of biomolecular interactions with AlphaFold 3
- Josh Abramson ORCID: orcid.org/0009-0000-3496-6952 1 na1 ,
- Jonas Adler ORCID: orcid.org/0000-0001-9928-3407 1 na1 ,
- Jack Dunger 1 na1 ,
- Richard Evans ORCID: orcid.org/0000-0003-4675-8469 1 na1 ,
- Tim Green ORCID: orcid.org/0000-0002-3227-1505 1 na1 ,
- Alexander Pritzel ORCID: orcid.org/0000-0002-4233-9040 1 na1 ,
- Olaf Ronneberger ORCID: orcid.org/0000-0002-4266-1515 1 na1 ,
- Lindsay Willmore ORCID: orcid.org/0000-0003-4314-0778 1 na1 ,
- Andrew J. Ballard ORCID: orcid.org/0000-0003-4956-5304 1 ,
- Joshua Bambrick ORCID: orcid.org/0009-0003-3908-0722 2 ,
- Sebastian W. Bodenstein 1 ,
- David A. Evans 1 ,
- Chia-Chun Hung ORCID: orcid.org/0000-0002-5264-9165 2 ,
- Michael O’Neill 1 ,
- David Reiman ORCID: orcid.org/0000-0002-1605-7197 1 ,
- Kathryn Tunyasuvunakool ORCID: orcid.org/0000-0002-8594-1074 1 ,
- Zachary Wu ORCID: orcid.org/0000-0003-2429-9812 1 ,
- Akvilė Žemgulytė 1 ,
- Eirini Arvaniti 3 ,
- Charles Beattie ORCID: orcid.org/0000-0003-1840-054X 3 ,
- Ottavia Bertolli ORCID: orcid.org/0000-0001-8578-3216 3 ,
- Alex Bridgland 3 ,
- Alexey Cherepanov ORCID: orcid.org/0000-0002-5227-0622 4 ,
- Miles Congreve 4 ,
- Alexander I. Cowen-Rivers 3 ,
- Andrew Cowie ORCID: orcid.org/0000-0002-4491-1434 3 ,
- Michael Figurnov ORCID: orcid.org/0000-0003-1386-8741 3 ,
- Fabian B. Fuchs 3 ,
- Hannah Gladman 3 ,
- Rishub Jain 3 ,
- Yousuf A. Khan ORCID: orcid.org/0000-0003-0201-2796 3 ,
- Caroline M. R. Low 4 ,
- Kuba Perlin 3 ,
- Anna Potapenko 3 ,
- Pascal Savy 4 ,
- Sukhdeep Singh 3 ,
- Adrian Stecula ORCID: orcid.org/0000-0001-6914-6743 4 ,
- Ashok Thillaisundaram 3 ,
- Catherine Tong ORCID: orcid.org/0000-0001-7570-4801 4 ,
- Sergei Yakneen ORCID: orcid.org/0000-0001-7827-9839 4 ,
- Ellen D. Zhong ORCID: orcid.org/0000-0001-6345-1907 3 ,
- Michal Zielinski 3 ,
- Augustin Žídek ORCID: orcid.org/0000-0002-0748-9684 3 ,
- Victor Bapst 1 na2 ,
- Pushmeet Kohli ORCID: orcid.org/0000-0002-7466-7997 1 na2 ,
- Max Jaderberg ORCID: orcid.org/0000-0002-9033-2695 2 na2 ,
- Demis Hassabis ORCID: orcid.org/0000-0003-2812-9917 1 , 2 na2 &
- John M. Jumper ORCID: orcid.org/0000-0001-6169-6580 1 na2
Nature ( 2024 ) Cite this article
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We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors present which affect the content, and all legal disclaimers apply.
- Drug discovery
- Machine learning
- Protein structure predictions
- Structural biology
The introduction of AlphaFold 2 1 has spurred a revolution in modelling the structure of proteins and their interactions, enabling a huge range of applications in protein modelling and design 2–6 . In this paper, we describe our AlphaFold 3 model with a substantially updated diffusion-based architecture, which is capable of joint structure prediction of complexes including proteins, nucleic acids, small molecules, ions, and modified residues. The new AlphaFold model demonstrates significantly improved accuracy over many previous specialised tools: far greater accuracy on protein-ligand interactions than state of the art docking tools, much higher accuracy on protein-nucleic acid interactions than nucleic-acid-specific predictors, and significantly higher antibody-antigen prediction accuracy than AlphaFold-Multimer v2.3 7,8 . Together these results show that high accuracy modelling across biomolecular space is possible within a single unified deep learning framework.
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Author information.
These authors contributed equally: Josh Abramson, Jonas Adler, Jack Dunger, Richard Evans, Tim Green, Alexander Pritzel, Olaf Ronneberger, Lindsay Willmore
These authors jointly supervised this work: Victor Bapst, Pushmeet Kohli, Max Jaderberg, Demis Hassabis, John M. Jumper
Authors and Affiliations
Core Contributor, Google DeepMind, London, UK
Josh Abramson, Jonas Adler, Jack Dunger, Richard Evans, Tim Green, Alexander Pritzel, Olaf Ronneberger, Lindsay Willmore, Andrew J. Ballard, Sebastian W. Bodenstein, David A. Evans, Michael O’Neill, David Reiman, Kathryn Tunyasuvunakool, Zachary Wu, Akvilė Žemgulytė, Victor Bapst, Pushmeet Kohli, Demis Hassabis & John M. Jumper
Core Contributor, Isomorphic Labs, London, UK
Joshua Bambrick, Chia-Chun Hung, Max Jaderberg & Demis Hassabis
Google DeepMind, London, UK
Eirini Arvaniti, Charles Beattie, Ottavia Bertolli, Alex Bridgland, Alexander I. Cowen-Rivers, Andrew Cowie, Michael Figurnov, Fabian B. Fuchs, Hannah Gladman, Rishub Jain, Yousuf A. Khan, Kuba Perlin, Anna Potapenko, Sukhdeep Singh, Ashok Thillaisundaram, Ellen D. Zhong, Michal Zielinski & Augustin Žídek
Isomorphic Labs, London, UK
Alexey Cherepanov, Miles Congreve, Caroline M. R. Low, Pascal Savy, Adrian Stecula, Catherine Tong & Sergei Yakneen
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Correspondence to Max Jaderberg , Demis Hassabis or John M. Jumper .
Supplementary information
Supplementary information.
This Supplementary Information file contains the following 9 sections: (1) Notation; (2) Data pipeline; (3) Model architecture; (4) Auxiliary heads; (5) Training and inference; (6) Evaluation; (7) Differences to AlphaFold2 and AlphaFold-Multimer; (8) Supplemental Results; and (9) Appendix: CCD Code and PDB ID tables.
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Abramson, J., Adler, J., Dunger, J. et al. Accurate structure prediction of biomolecular interactions with AlphaFold 3. Nature (2024). https://doi.org/10.1038/s41586-024-07487-w
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Received : 19 December 2023
Accepted : 29 April 2024
Published : 08 May 2024
DOI : https://doi.org/10.1038/s41586-024-07487-w
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Journal of Materials Chemistry A
Synergistic pinning effect in layer-structured oxide cathode for enhancing stability towards potassium-ion batteries.
Manganese based layer-structured transition-metal oxides are highly regarded as excellent cathode materials for potassium-ion batteries (KIBs) for their excellent industrial processing feasibility and high voltage platform. However, the energy density and cycling lifetime cannot simultaneously satisfy the basic requirements of the market for energy storage systems. One of the primary causes results from the complex structural transformation and transition metal migration during the potassium intercalation/deintercalation process. Constructing a low-strain host with minimal lattice volume change, maintaining the Mn 3+/ Mn 4+ valence state balance and suppressing the Jahn-Teller effect has emerged as an excellent approach to improving structural and electrochemical stability. A P3-K 0.5 Mn 0.87 Co 0.05 Fe 0.05 Li 0.03 O 2 was synthesized and employed as cathode material. It effectively preserves the orbital and electronic integrity of octahedral center metal elements, mitigating the Jahn-Teller distortion caused by Mn 3+ and stabilizing the lamellar structure by suppressing harmful phase transitions. Excellent rate performance over a wide voltage range of 1.5 to 4.0 V was exhibited. It has initial specific capacities of 107.1 and 100.87 mAh g -1 at 20 and 50 mA g -1 , with capacity retentions of 82.3% and 99.2% after 100 cycles, respectively. Even at the high current densities of 200 mA g -1 and 500 mA g -1 , the initial capacity retention reached 88.5% and 74.56% after 300 and 900 cycles, respectively.
- This article is part of the themed collection: Journal of Materials Chemistry A HOT Papers
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X. Gao, S. Wang, Q. Li, R. Yang, Z. Liu and W. Luo, J. Mater. Chem. A , 2024, Accepted Manuscript , DOI: 10.1039/D4TA02504K
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Manganese based layer-structured transition-metal oxides are highly regarded as excellent cathode materials for potassium-ion batteries (KIBs) for their excellent industrial processing feasibility and high voltage platform. However, the energy density and cycling lifetime cannot simultaneously satisfy the ba Journal of Materials Chemistry A HOT Papers