cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18442895
title: Dataset for: Route-dependent foraging behavior of the brown booby (Sula leucogaster) following a passenger ferry in the Ogasawara Islands, Japan

description: Description: This repository contains the raw observation data and figures for the research article: "Route-dependent foraging behavior of the brown booby (Sula leucogaster) following a passenger ferry in the Ogasawara Islands, Japan".Files included:raw data_browon_boobies.xlsx: Raw count data of accompanying birds and dives recorded during 4 cruises in 2017.Figure 1: Photograph of a plunge-diving brown booby.Figure 2: Map of ferry routes and graphs showing the directional asymmetry of foraging behavior.For Citizen Scientists: This dataset serves as a reference for the "Ogasawara Booby Survey". We encourage future observers to upload their own data to Zenodo or other open repositories using the keyword/tag "Ogasawara_Booby_Survey" to facilitate long-term monitoring.
DOI: 10.5281/zenodo.18442896
title: Dataset for: Route-dependent foraging behavior of the brown booby (Sula leucogaster) following a passenger ferry in the Ogasawara Islands, Japan

description: Description: This repository contains the raw observation data and figures for the research article: "Route-dependent foraging behavior of the brown booby (Sula leucogaster) following a passenger ferry in the Ogasawara Islands, Japan".Files included:raw data_browon_boobies.xlsx: Raw count data of accompanying birds and dives recorded during 4 cruises in 2017.Figure 1: Photograph of a plunge-diving brown booby.Figure 2: Map of ferry routes and graphs showing the directional asymmetry of foraging behavior.For Citizen Scientists: This dataset serves as a reference for the "Ogasawara Booby Survey". We encourage future observers to upload their own data to Zenodo or other open repositories using the keyword/tag "Ogasawara_Booby_Survey" to facilitate long-term monitoring.
DOI: 10.5281/zenodo.18442984
title: IQTISODIY TA'LIMOTLAR TARIXIDA KLASSIK MAKTABNING SHAKLLANISHI VA UNING NAZARIY AHAMIYATI

description: Mazkur ilmiy maqolada iqtisodiy ta’limotlar tarixida klassik maktabning shakllanish jarayoni, uning asosiy nazariy g‘oyalari va iqtisodiy fan rivojidagi ahamiyati tahlil qilinadi. Tadqiqotda klassik siyosiy iqtisod vakillarining, xususan Adam Smith, David Ricardo, Thomas Robert Malthus va John Stuart Mill qarashlari tarixiy va mantiqiy tahlil asosida o‘rganiladi. Klassik maktabning bozor mexanizmi, qiymat nazariyasi, erkin raqobat va iqtisodiy liberalizmga oid konsepsiyalari ochib beriladi. Tadqiqot natijalari klassik maktab nazariyalarining zamonaviy iqtisodiy tafakkur shakllanishidagi o‘rni va metodologik ahamiyatini asoslashga xizmat qiladi.
DOI: 10.5281/zenodo.18442985
title: IQTISODIY TA'LIMOTLAR TARIXIDA KLASSIK MAKTABNING SHAKLLANISHI VA UNING NAZARIY AHAMIYATI

description: Mazkur ilmiy maqolada iqtisodiy ta’limotlar tarixida klassik maktabning shakllanish jarayoni, uning asosiy nazariy g‘oyalari va iqtisodiy fan rivojidagi ahamiyati tahlil qilinadi. Tadqiqotda klassik siyosiy iqtisod vakillarining, xususan Adam Smith, David Ricardo, Thomas Robert Malthus va John Stuart Mill qarashlari tarixiy va mantiqiy tahlil asosida o‘rganiladi. Klassik maktabning bozor mexanizmi, qiymat nazariyasi, erkin raqobat va iqtisodiy liberalizmga oid konsepsiyalari ochib beriladi. Tadqiqot natijalari klassik maktab nazariyalarining zamonaviy iqtisodiy tafakkur shakllanishidagi o‘rni va metodologik ahamiyatini asoslashga xizmat qiladi.
DOI: 10.15468/dl.3qandj
title: Occurrence Download

description: A dataset containing 2506 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.2_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Tachybaptus ruficollis",
 "Year is 2022"
 ]
}

 The dataset includes 2506 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003524-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/pwzfs
title: Moderate Home Computer Use Linked with Children’s Optimal Cognitive, Academic Outcomes: Evidence of U-Shaped Associations

description: Data and R script to replicate the findings of Moderate Home Computer Use Linked with Children’s Optimal Cognitive, Academic Outcomes: Evidence of U-Shaped Associations
DOI: 10.15468/dl.cnpqw3
title: Occurrence Download

description: A dataset containing 1207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.2_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Alcedo atthis",
 "Year is 2022"
 ]
}

 The dataset includes 1207 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003525-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18442991
title: TURISTIK KORXONALARDA MARKETING FAOLIYATINI TASHKIL ETISH VA BOSHQARISHNING TAKOMILLASHGAN MEXANIZMI

description: Ushbu maqolada turistik korxonalarda marketing faoliyatini tashkil etish va boshqarishning takomillashgan mexanizmi ishlab chiqilgan. Tadqiqot O‘zbekistonning Buxoro viloyatidagi turistik korxonalar misolida olib borilgan. Tadqiqotda ilmiy abstraksiya, tahlil va sintez, statistik tahlil, anketa-so‘rovnoma, ekspert baholash, SWOT-tahlil va case study metodlaridan foydalanilgan. Natijada besh darajali integratsiyalashgan marketing boshqaruvi mexanizmi ishlab chiqilgan bo‘lib, u strategik asos, tashkiliy tuzilma, funktsional quyi tizimlar, amalga oshirish vositalari va KPI nazorat tizimini o‘z ichiga oladi. Mexanizmni joriy etish natijasida 2027 yilga kelib marketing ROI ni 4.0x ga, mijozlar sodiqligini (NPS) 80+ ballga, onlayn bronlashlar ulushini 60 foizga oshirish kutilmoqda.
DOI: 10.5281/zenodo.18442990
title: TURISTIK KORXONALARDA MARKETING FAOLIYATINI TASHKIL ETISH VA BOSHQARISHNING TAKOMILLASHGAN MEXANIZMI

description: Ushbu maqolada turistik korxonalarda marketing faoliyatini tashkil etish va boshqarishning takomillashgan mexanizmi ishlab chiqilgan. Tadqiqot O‘zbekistonning Buxoro viloyatidagi turistik korxonalar misolida olib borilgan. Tadqiqotda ilmiy abstraksiya, tahlil va sintez, statistik tahlil, anketa-so‘rovnoma, ekspert baholash, SWOT-tahlil va case study metodlaridan foydalanilgan. Natijada besh darajali integratsiyalashgan marketing boshqaruvi mexanizmi ishlab chiqilgan bo‘lib, u strategik asos, tashkiliy tuzilma, funktsional quyi tizimlar, amalga oshirish vositalari va KPI nazorat tizimini o‘z ichiga oladi. Mexanizmni joriy etish natijasida 2027 yilga kelib marketing ROI ni 4.0x ga, mijozlar sodiqligini (NPS) 80+ ballga, onlayn bronlashlar ulushini 60 foizga oshirish kutilmoqda.
DOI: 10.6084/m9.figshare.31222675
title: Research Data(Multi-Objective Optimization Design of Fuzzy Fractional-Order PID Controller for Dual-Axis Solar Tracking Systems)

description: Research data for the paper: <i>Multi-Objective Optimization Design of Fuzzy Fractional-Order PID Controller for Dual-Axis Solar Tracking Systems</i>.
DOI: 10.6084/m9.figshare.31222675.v1
title: Research Data(Multi-Objective Optimization Design of Fuzzy Fractional-Order PID Controller for Dual-Axis Solar Tracking Systems)

description: Research data for the paper: <i>Multi-Objective Optimization Design of Fuzzy Fractional-Order PID Controller for Dual-Axis Solar Tracking Systems</i>.
DOI: 10.15468/dl.jncksc
title: Occurrence Download

description: A dataset containing 589 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.2_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Megaceryle lugubris",
 "Year 2022-2026"
 ]
}

 The dataset includes 589 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003526-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18442978
title: LINF_320018100

description: PTHB1-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18442979
title: LINF_320018100

description: PTHB1-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18442966
title: Bottlenose Dolphin (Dolphin) Dataset

description: Bottlenose Dolphin (Dolphin): This dataset represents the social interactions of 62 dolphins in New Zealand's Doubtful Sound. It is an undirected network with two main communities, where the larger group is further subdivided into smaller groups.
description: Statistics




Size
n =
62


Volume
m =
159


Loop count
l =
0


Wedge count
s =
923


Claw count
z =
1,861


Cross count
x =
2,769


Triangle count
t =
95


Square count
q =
278


4-Tour count
T4 =
6,234


Maximum degree
dmax =
12


Average degree
d =
5.129 03


Fill
p =
0.084 082 5


Size of LCC
N =
62


Diameter
δ =
8


50-Percentile effective diameter
δ0.5 =
2.836 59


90-Percentile effective diameter
δ0.9 =
5.052 29


Median distance
δM =
3


Mean distance
δm =
3.454 33


Gini coefficient
G =
0.325 015


Balanced inequality ratio
P =
0.386 792


Relative edge distribution entropy
Her =
0.957 397


Power law exponent
γ =
1.708 53


Tail power law exponent
γt =
7.711 00


Tail power law exponent with p
γ3 =
7.711 00


p-value
p =
0.469 000


Degree assortativity
ρ =
−0.043 594 0


Degree assortativity p-value
pρ =
0.438 517


Clustering coefficient
c =
0.308 776


Spectral norm
α =
7.193 61


Algebraic connectivity
a =
0.172 973


Spectral separation
|λ1[A] / λ2[A]| =
1.211 80


Non-bipartivity
bA =
0.468 830


Normalized non-bipartivity
bN =
0.286 231


Algebraic non-bipartivity
χ =
0.528 476


Spectral bipartite frustration
bK =
0.025 759 0


Controllability
C =
6


Relative controllability
Cr =
0.096 774 2
DOI: 10.5281/zenodo.18442965
title: Bottlenose Dolphin (Dolphin) Dataset

description: Bottlenose Dolphin (Dolphin): This dataset represents the social interactions of 62 dolphins in New Zealand's Doubtful Sound. It is an undirected network with two main communities, where the larger group is further subdivided into smaller groups.
description: Statistics




Size
n =
62


Volume
m =
159


Loop count
l =
0


Wedge count
s =
923


Claw count
z =
1,861


Cross count
x =
2,769


Triangle count
t =
95


Square count
q =
278


4-Tour count
T4 =
6,234


Maximum degree
dmax =
12


Average degree
d =
5.129 03


Fill
p =
0.084 082 5


Size of LCC
N =
62


Diameter
δ =
8


50-Percentile effective diameter
δ0.5 =
2.836 59


90-Percentile effective diameter
δ0.9 =
5.052 29


Median distance
δM =
3


Mean distance
δm =
3.454 33


Gini coefficient
G =
0.325 015


Balanced inequality ratio
P =
0.386 792


Relative edge distribution entropy
Her =
0.957 397


Power law exponent
γ =
1.708 53


Tail power law exponent
γt =
7.711 00


Tail power law exponent with p
γ3 =
7.711 00


p-value
p =
0.469 000


Degree assortativity
ρ =
−0.043 594 0


Degree assortativity p-value
pρ =
0.438 517


Clustering coefficient
c =
0.308 776


Spectral norm
α =
7.193 61


Algebraic connectivity
a =
0.172 973


Spectral separation
|λ1[A] / λ2[A]| =
1.211 80


Non-bipartivity
bA =
0.468 830


Normalized non-bipartivity
bN =
0.286 231


Algebraic non-bipartivity
χ =
0.528 476


Spectral bipartite frustration
bK =
0.025 759 0


Controllability
C =
6


Relative controllability
Cr =
0.096 774 2
DOI: 10.15468/dl.tk6cqh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global Register of Introduced and Invasive Species - Philippines"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003527-260129131611470/datasets/export for details.
DOI: 10.15468/dl.fnt2w3
title: Occurrence Download

description: A dataset listing the 13 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "OccurrenceStatus is Present",
 "TaxonKey is Hylobatidae"
 ]
}

 The dataset's 13 records were derived from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003523-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18442997
title: GAMIFIKATSIYA VA MOTIVATSIYA

description: Ushbu maqola gamifikatsiyaning ta'lim sharoitida o'quvchilarning motivatsiyasini oshirishning innovatsion yondashuvi sifatidagi rolini o'rganadi. Tadqiqotda motivatsiyaga oid nazariy nuqtai nazarlar, jumladan, ichki va tashqi motivatsiya tahlil qilinadi va o'yinlashtirilgan o'rganish strategiyalari talabalarning ishtiroki, qat'iyatliligi va akademik ko'rsatkichlariga qanday ta'sir qilishini o'rganadi. Maqolada shuningdek, ta'limda  gamifikatsiyaning amaliy qo'llanilishi muhokama qilinadi, uning potentsial foydalari va cheklovlari ta'kidlanadi. Tadqiqot natijalari shuni ko'rsatadiki,  gamifikatsiya, puxta ishlab chiqilgan va pedagogik jihatdan asoslangan holda, motivatsiyani rivojlantirish va o'quv natijalarini yaxshilash uchun samarali vosita bo'lib xizmat qilishi mumkin.
DOI: 10.5281/zenodo.18442996
title: GAMIFIKATSIYA VA MOTIVATSIYA

description: Ushbu maqola gamifikatsiyaning ta'lim sharoitida o'quvchilarning motivatsiyasini oshirishning innovatsion yondashuvi sifatidagi rolini o'rganadi. Tadqiqotda motivatsiyaga oid nazariy nuqtai nazarlar, jumladan, ichki va tashqi motivatsiya tahlil qilinadi va o'yinlashtirilgan o'rganish strategiyalari talabalarning ishtiroki, qat'iyatliligi va akademik ko'rsatkichlariga qanday ta'sir qilishini o'rganadi. Maqolada shuningdek, ta'limda  gamifikatsiyaning amaliy qo'llanilishi muhokama qilinadi, uning potentsial foydalari va cheklovlari ta'kidlanadi. Tadqiqot natijalari shuni ko'rsatadiki,  gamifikatsiya, puxta ishlab chiqilgan va pedagogik jihatdan asoslangan holda, motivatsiyani rivojlantirish va o'quv natijalarini yaxshilash uchun samarali vosita bo'lib xizmat qilishi mumkin.
DOI: 10.5281/zenodo.18442574
title: Machine learning prediction of absorption and emission maxima: a unified approach for metal-organic and organic chromophores
DOI: 10.5281/zenodo.18442575
title: Machine learning prediction of absorption and emission maxima: a unified approach for metal-organic and organic chromophores
DOI: 10.15468/dl.nk4pnb
title: Occurrence Download

description: A dataset containing 1739 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is BatMapPH: Philippine Bat Species Occurrence Database"
 ]
}

 The dataset includes 1739 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003528-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18443016
title: SUN'IY INTELLEKT VA PEDAGOGIK QAROR QABUL QILISH: OLIY TA'LIMDA INNOVATSION YONDASHUVLAR

description: Ushbu maqolada oliy ta'lim muassasalarida pedagogik qarorlar qabul qilishda sun'iy intellekt (SI) ning ortib borayotgan roli o'rganiladi. Unda SIga asoslangan vositalar va ma'lumotlar tahlili o'quv dasturini loyihalash, talabalarni baholash, o'qishni shaxsiylashtirish va akademik boshqaruv kabi ko'proq xabardor, ob'ektiv va moslashuvchan ta'lim qarorlariga qanday hissa qo'shishi o'rganiladi. Tadqiqotda sun'iy intellektni an'anaviy pedagogik tamoyillar bilan birlashtirgan innovatsion yondashuvlar ta'kidlangan, oliy ta'limda samaradorlik, inklyuzivlik va sifatni ta'minlashga urg'u berilgan. Tadqiqot natijalari shuni ko'rsatadiki, sun'iy intellekt mas'uliyatli qo'llanilganda, pedagogik qarorlar qabul qilishni kuchaytirishi va oliy ta'lim tizimlarida barqaror innovatsiyalarni qo'llab-quvvatlashi mumkin.
DOI: 10.5281/zenodo.18443017
title: SUN'IY INTELLEKT VA PEDAGOGIK QAROR QABUL QILISH: OLIY TA'LIMDA INNOVATSION YONDASHUVLAR

description: Ushbu maqolada oliy ta'lim muassasalarida pedagogik qarorlar qabul qilishda sun'iy intellekt (SI) ning ortib borayotgan roli o'rganiladi. Unda SIga asoslangan vositalar va ma'lumotlar tahlili o'quv dasturini loyihalash, talabalarni baholash, o'qishni shaxsiylashtirish va akademik boshqaruv kabi ko'proq xabardor, ob'ektiv va moslashuvchan ta'lim qarorlariga qanday hissa qo'shishi o'rganiladi. Tadqiqotda sun'iy intellektni an'anaviy pedagogik tamoyillar bilan birlashtirgan innovatsion yondashuvlar ta'kidlangan, oliy ta'limda samaradorlik, inklyuzivlik va sifatni ta'minlashga urg'u berilgan. Tadqiqot natijalari shuni ko'rsatadiki, sun'iy intellekt mas'uliyatli qo'llanilganda, pedagogik qarorlar qabul qilishni kuchaytirishi va oliy ta'lim tizimlarida barqaror innovatsiyalarni qo'llab-quvvatlashi mumkin.
DOI: 10.5281/zenodo.18443041
title: AHOLINI IJTIMOIY HIMOYALASH ASOSLARI

description: Ushbu maqolada O‘zbekistonda aholini ijtimoiy himoyalash tizimining shakllanishi, uning huquqiy asoslari hamda so‘nggi yillarda amalga oshirilayotgan islohotlar tahlil qilingan. Shuningdek, ijtimoiy sug‘urta va ijtimoiy ta’minot tizimini takomillashtirishga qaratilgan normativ-huquqiy hujjatlar, davlat dasturlari va milliy strategiyalarning mazmun-mohiyati yoritilgan.
DOI: 10.5281/zenodo.18443040
title: AHOLINI IJTIMOIY HIMOYALASH ASOSLARI

description: Ushbu maqolada O‘zbekistonda aholini ijtimoiy himoyalash tizimining shakllanishi, uning huquqiy asoslari hamda so‘nggi yillarda amalga oshirilayotgan islohotlar tahlil qilingan. Shuningdek, ijtimoiy sug‘urta va ijtimoiy ta’minot tizimini takomillashtirishga qaratilgan normativ-huquqiy hujjatlar, davlat dasturlari va milliy strategiyalarning mazmun-mohiyati yoritilgan.
DOI: 10.15468/dl.gqc3uh
title: Occurrence Download

description: A dataset containing 207 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "GadmGid is one of (COL.29.11_2)",
 "StateProvince is one of (Sucre)"
 ]
 }
 ]
}

 The dataset includes 207 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003529-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rj69zk
title: Occurrence Download

description: A dataset containing 830 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is BatMapPH: Philippine Bat Species Occurrence Database",
 "Year 2015-2026"
 ]
}

 The dataset includes 830 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003530-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18443077
title: LINF_320018900

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18443076
title: LINF_320018900

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.j9yynf
title: Occurrence Download

description: A dataset containing 35838 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xanthium spinosum"
 ]
}

 The dataset includes 35838 records from 712 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003534-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7prd2
title: Occurrence Download

description: A dataset containing 1600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "OccurrenceStatus is Present",
 "TaxonKey is Hylobatidae"
 ]
}

 The dataset includes 1600 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003537-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udmf3u
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Microcebus boraha)",
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Specimen, Unknown evidence, Machine Observation, Occurrence evidence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003538-260129131611470/datasets/export for details.
DOI: 10.5281/zenodo.18415007
title: Supporting material for "Hydration-dependent exciton-phonon coupling in a metal-organic framework photocatalyst"

description: Hydration-dependent exciton-phonon coupling in SU-101

This is a repository dedicated to the work on exciton-phonon coupling in SU-101 with different Bi coordination environments. In this work, we use ab initio GW and Bethe-Salpether equation to compute excited-state properties of SU-101, and treat exciton-phonon coupling with a finite difference method. We synthesize SU-101 with different water loadings, and measure its photoluminescence emission and UV-Vis absorption spectra.

This repository includes:



cifs/ A folder containing the relaxed cif files.

relax/ A folder containing information on the structure relaxation calculation and parameter convergence.

bands/ A folder containing the band structure data.

balign/ A folder containing the data necessary for band alignment w.r.t. vacuum (in pores).

phonons/ A folder containing the phonon data via finite differences, including the sampled 10 configurations to be evaluated at a higher level of theory. The code used for phonon calculations belongs to another group and is not openly available.

gwbse/ A folder containing the necessary script for setting up BerkeleyGW GW/BSE calculations, and the collected GW/BSE data as well as plots. Convergence tests data included.

exp/ A folder containing all the experimental data and plots.

post_processing/ A folder containing all the scripts utilized for post processing, with the exception of the two-particle correlation function that belongs to another group and is not openly available.

Additional .gif files correspond to the phonon modes referenced in Fig. 3 of the manuscript.


The codes that are not openly available could be provided upon request to the original authors.