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12th International Conference on Excitonic and Photonic Processes in Condensed Matter and Nano Materials (EXCON 2018)

2019· article· en· W4248444257 on OpenAlexaboutno aff

Bibliographic record

VenueJournal of Physics Conference Series · 2019
Typearticle
Languageen
FieldMaterials Science
TopicMachine Learning in Materials Science
Canadian institutionsnot available
Fundersnot available
KeywordsPhotonicsExcitonEngineering physicsMaterials scienceNanotechnologyCondensed matter physicsPhysicsOptoelectronics

Abstract

fetched live from OpenAlex

Preface This volume contains a collection of papers of the 12th International Conference on Excitonic and Photonic Processes in Condensed Matter and Nano Materials (EXCON 2018). EXCON 2018 was held in the historic city of Nara, Japan, on July 8-13, 2018. The previous eleven EXCON conferences were held in Darwin, Australia (1994), Kurort Gohrisch, Germany (1996), Boston, USA (1998), Osaka, Japan (2000), Darwin, Australia (2002), Kraków, Poland (2004), Winston-Salem, USA (2006), Kyoto, Japan (2008), Brisbane, Australia (2010), Groningen, The Netherlands (2012) and Montréal, Canada (2015). The EXCON series of conferences has provided an interdisciplinary forum for mutual research communications among solid-state physicists, photo-physicists, photo-chemists, photo-biologists, material scientists, and device-oriented researchers from academia and industry.A variety of excitonic and photonic phenomena in diverse materials from bulk materials to micro- and nanostructures have been covered in the conferences, such as quantum dots, metallic antennas, atomic-layer materials, bio-materials and molecular materials. The complete list of topics covered by EXCON 2018 is as follows: –Coherent excitonic processes, including multi-excitonic processes; –Excitonic and photonic phenomena in nanostructures; –Excitonic and photonic phenomena in atomic-layer materials; –Strong light-matter coupling through microcavities, photonic crystals, and plasmonic structures; –Exciton-lattice interaction and photo-induced phase transition; –Excited states in disordered and amorphous systems; –Excitonic processes in organic materials and polymers; –High-density excitonic systems and condensation; –Light-matter interaction in metamaterials; –Excitonic processes in photovoltaic materials and devices; –Ultrafast dynamics of excitonic relaxation, energy transport, and charge transfer; –Applications of excitonic and photonic processes in quantum information processing; –Optical devices: LEDs and solar cells in inorganic and organic systems; –Optical manipulation of nanostructures; –New experimental techniques applied to excitonic and photonic processes; –New theoretical and computational techniques applied to excitonic and photonic processes. List of Committees, Conference Chair, International Advisory Committee, Program Advisory Board and Local Organizing Committee are available in this pdf.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.008
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0050.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.018
GPT teacher head0.263
Teacher spread0.245 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2019
Admission routes1
Has abstractyes

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