Most of our work has resulted in scholarly publications. On this page you can review our publications to get an idea about our work.
INDIVIDUALLASHTIRILGAN TA'LIM: HAR BIR O'QUVCHIGA ALOHIDA YONDASHUV
September, 2026 • Publication • INNOVATIVE RESEARCH IN SCIENCE
Nishanova, Azizaxon, Kozimjonava, Oydina
Mazkur maqolada individuallashtirilgan ta’limning mazmun-mohiyati, ta’lim jarayonidagi ahamiyati va o‘quvchilarning individual xususiyatlarini hisobga olish masalalari yoritilgan. Ha…
Mazkur maqolada individuallashtirilgan ta’limning mazmun-mohiyati, ta’lim jarayonidagi ahamiyati va o‘quvchilarning individual xususiyatlarini hisobga olish masalalari yoritilgan. Har bir o‘quvchining qobiliyati, qiziqishi, bilim darajasi, o‘zlashtirish sur’ati va ta’limiy ehtiyojlari turlicha bo‘lishi tabiiy. Shu sababli zamonaviy ta’lim jarayonida barcha o‘quvchilarga bir xil usulda yondashish o‘rniga, ularning individual imkoniyatlariga mos pedagogik yondashuvlarni qo‘llash muhim ahamiyat kasb etadi. Maqolada individuallashtirilgan ta’limning afzalliklari, uni tashkil etish tamoyillari hamda o‘qituvchining bu jarayondagi roli haqida fikr yuritiladi.
tlm-certified-bounds: certified transmission-line-matrix bounds for elliptic and eddy-current field problems
October, 2026 • Software
Talleb, Hakeim
Reference implementation accompanying the paper A Certified Transmission-Line-Matrix Method for Elliptic Field Problems, and Why the Certificate Fails on Approximated Geometry.The code realises a Prag…
Reference implementation accompanying the paper A Certified Transmission-Line-Matrix Method for Elliptic Field Problems, and Why the Certificate Fails on Approximated Geometry.The code realises a Prager-Synge complementary pair with the two dual TLM diffusion networks, so that a passive scattering solver returns a guaranteed two-sided bound on a quantity of interest, and it reproduces every number and figure of the paper: two- and three-dimensional validation, the effectivity index, the contrast and geometry sweeps, the non-circular benchmark against a dual discrete-geometric solver, the geometric-error experiments, and the certified pad-to-substrate capacitance extraction on a package model.All source files are released under the MIT licence.Release 1.1 adds eddy_current/: guaranteed two-sided bounds on the impedance of an eddy-current coil (inductance, resistance and mutual impedances) for any approximate field, from a Raviart-Thomas equilibrated flux, with the certification of every period of a passive TLM time march, accompanying the paper Guaranteed Two-Sided Bounds on Eddy-Current Coil Impedance for Any Approximate Field, With a Passive TLM Solver and Application to Nondestructive Testing and Induction Tomography.
ARTIFICIAL INTELLIGENCE-DRIVEN DECISION SUPPORT SYSTEMS IN EDUCATIONAL GOVERNANCE AND QUALITY ASSURANCE
October, 2026 • Conference paper
Deepak Gupta, Devansh Jha, Aditya Sikarwar, Vugar Abdullayev
This paper examines the role of artificial intelligence-based decision support systems (AI-DSS) in the governance and quality assurance processes of higher education institutions. Drawing on empirical…
This paper examines the role of artificial intelligence-based decision support systems (AI-DSS) in the governance and quality assurance processes of higher education institutions. Drawing on empirical studies of predictive analytics in accreditation, admissions, and student-performance monitoring, together with the broader literature on trustworthy and interpretable AI, the paper analyzes how such systems are reshaping institutional decision-making while introducing new risks of algorithmic opacity and automation bias. It concludes with governance recommendations — human-in-the-loop review, interpretability standards, and periodic auditing — for the responsible use of AI-DSS in high-stakes educational governance contexts.
trajectory-judge: measuring what LLM judges miss when an agent reaches the right answer the wrong way
October, 2026 • Software
Mohammadi, Hadi
A controlled study of what LLM judges of tool-using agents actually detect, under conditions where the ground truth is known by construction. A synthetic support-desk environment with a scripted oracl…
A controlled study of what LLM judges of tool-using agents actually detect, under conditions where the ground truth is known by construction. A synthetic support-desk environment with a scripted oracle gives known-correct runs; a six-type injector breaks one step at a known index, keeps each fault's clean parent, and records whether the environment outcome survived and whether the final reply changed. Five judges (a rule checker, an outcome-only judge, a step-rubric judge with two models, and a self-consistency ensemble) are scored on detection, localisation, typing, calibration and cost over 400 trajectories. Comparing each fault with its clean parent shows that recall can credit a judge with detection it does not have. Every raw verdict is committed, so all tables and figures rebuild offline with no model calls.
ZAMONAVIY BAHOLASH TIZIMLARINING DIDAKTIK ASOSLARI
September, 2026 • Publication • INNOVATIVE RESEARCH IN SCIENCE
Nishanova, Azizaxon, Mirzaholiqova, Hilola
Ushbu maqolada zamonaviy baholash tizimlarining didaktik asoslari, ta’lim jarayonidagi o‘rni va ahamiyati yoritilgan. Baholashning an’anaviy nazorat shakllaridan zamonaviy, kompetens…
Ushbu maqolada zamonaviy baholash tizimlarining didaktik asoslari, ta’lim jarayonidagi o‘rni va ahamiyati yoritilgan. Baholashning an’anaviy nazorat shakllaridan zamonaviy, kompetensiyaga yo‘naltirilgan va rivojlantiruvchi baholash tizimlariga o‘tish zarurati tahlil qilinadi. Shuningdek, formatif va summativ baholash, mezonli baholash, diagnostik baholash, o‘z-o‘zini baholash va o‘zaro baholash kabi yondashuvlarning pedagogik imkoniyatlari ochib beriladi. Zamonaviy baholash tizimlarining didaktik tamoyillari, xususan, obyektivlik, shaffoflik, tizimlilik, izchillik, individual yondashuv va teskari aloqaning ahamiyati asoslab beriladi.
What's Changed
Legal changes by @luisajansen in https://github.com/lmu-osc/data-anonymization/pull/47
More edits: All feedback included by @luisajansen in https://github.com/lmu-osc/data-anonymizatio…
What's Changed
Legal changes by @luisajansen in https://github.com/lmu-osc/data-anonymization/pull/47
More edits: All feedback included by @luisajansen in https://github.com/lmu-osc/data-anonymization/pull/48
Full Changelog: https://github.com/lmu-osc/data-anonymization/compare/v0.0.3...v0.1.0
Demonstrating solar hydrogen evolution using thiomolybdate-modified carbon nitrides in a mass transport intensified 3 L loop photoreactor – A feasibility study
This record contains the manuscript (preprint) and its supplementary data for the study "Demonstrating solar hydrogen evolution using thiomolybdate-modified carbon nitrides in a mass transport intensi…
This record contains the manuscript (preprint) and its supplementary data for the study "Demonstrating solar hydrogen evolution using thiomolybdate-modified carbon nitrides in a mass transport intensified 3 L loop photoreactor – A feasibility study": the 3D-printable reactor components and the on-site solar irradiance data underlying the work.
Contents
Manuscript:
Paper_Draft_Template_Loop_III_v5_clean.pdf — manuscript (preprint) of the above article
Paper_SI_Draft_Template_Loop_III_v2.pdf — Supporting Information
Supplementary data — Reactor CAD (STL meshes for 3D printing the reactor components/fixtures):
connecting_rod.stl — draft-tube holder connecting rod
drafttube_holder.stl — draft-tube holder
stirrer_bottom.stl — bottom stirrer element
stirrer_draftube.stl — draft-tube stirrer element
SLPR_holder.stl — reactor holder
SLPR_SC.stl — solar-collector reactor body
Supplementary data — Solar irradiance:solar_irradiance_July_September_Gleisdorf.csv — on-site solar/meteorological time series measured at Gleisdorf (Austria); 5-minute averages; 26,475 records from 2025-06-30 to 2025-09-30, timestamps in UTC. Columns:
Timestamp [UTC] — measurement time (UTC)
An_Azimut_calc — solar azimuth angle (°)
An_Zenit_calc — solar zenith angle (°; >90 = sun below horizon)
R_diffusSOLYS_horz_Mb — diffuse horizontal irradiance (W m⁻²)
R_globalSOLYS_horz_calc — global horizontal irradiance (W m⁻²)
R_pyrhelio_Mb — direct normal irradiance, pyrheliometer (W m⁻²)
R_UV_Apogee — UV irradiance, Apogee sensor (W m⁻²)
T_Fass_Mb — reactor/tank temperature (°C)Small negative night-time irradiance values reflect the normal sensor zero-offset.
License: Creative Commons Attribution 4.0 International (CC BY 4.0), https://creativecommons.org/licenses/by/4.0/
Citation: Please cite this record by its Zenodo DOI together with the associated publication.
solar photoreactorhydrogen evolutionloop photoreactorsolar irradianceCAD
4 - ПСИХОЛОГИЧЕСКИЕ АСПЕКТЫ ИСПОЛЬЗОВАНИЯ ИСКУССТВЕННОГО ИНТЕЛЛЕКТА В ОБРАЗОВАТЕЛЬНОМ ПРОЦЕССЕ: ВОЗМОЖНОСТИ И РИСКИ
October, 2026 • Conference paper
Хушвакова Елена Маратовна
Статья посвящена психологическим аспектам использования искусственного интеллекта, прежде всего генеративных систем, в образовательном процессе. Цель работы — выявить основные психологические во…
Статья посвящена психологическим аспектам использования искусственного интеллекта, прежде всего генеративных систем, в образовательном процессе. Цель работы — выявить основные психологические возможности и риски интеграции искусственного интеллекта в деятельность преподавателя и обучающегося. Методологическую основу составили теоретический анализ, обобщение и систематизация современных научных и аналитических источников по проблеме применения искусственного интеллекта в образовании. Рассмотрены возможности ИИ для персонализации обучения, поддержки преподавателя, получения обратной связи и развития познавательной активности. Выделены риски когнитивной разгрузки, снижения самостоятельности, ослабления метакогнитивного контроля, некритичного принятия информации, а также этические и социально-психологические риски.
NORMATIV VA SUMMATIV BAHOLASHNI UYG'UNLASHTIRISH YO'LLARI
September, 2026 • Publication • SCIENCE AND INNOVATION IN THE EDUCATION SYSTEM
Nishanova, Azizaxon, Normatova, Nafisa
Mazkur maqolada ta’lim jarayonida normativ va summativ baholashning o‘rni, ularning o‘zaro farqli va umumiy jihatlari hamda ushbu baholash turlarini samarali uyg‘unlashtirish m…
Mazkur maqolada ta’lim jarayonida normativ va summativ baholashning o‘rni, ularning o‘zaro farqli va umumiy jihatlari hamda ushbu baholash turlarini samarali uyg‘unlashtirish masalalari yoritilgan. Baholash jarayonini to‘g‘ri tashkil etish o‘quvchilarning bilim, ko‘nikma va kompetensiyalarini xolis aniqlash, ta’lim sifatini oshirish hamda pedagogik qarorlarni asoslash imkonini beradi. Maqolada normativ baholashning o‘quvchilar natijalarini belgilangan me’yorlar bilan taqqoslashga yo‘naltirilgani, summativ baholashning esa ma’lum bir o‘quv davri yakunida erishilgan natijalarni umumlashtirishga xizmat qilishi tahlil qilinadi. Shuningdek, mazkur ikki yondashuvni uyg‘unlashtirishning amaliy mexanizmlari va pedagogik samaradorligi ko‘rib chiqiladi.
There is an increasing interest in upgrading the EModel, a parametric tool for speech quality estimation, to the wideband and super-wideband contexts. The
Contemporary models of Unmanned Aerial Vehicles (UAVs) are largely developed using simulators. In a typical scheme, a flight simulator is dovetailed with a
Undertaking engineering research can be compounding for beginning graduate students and thwarting even for seasoned researchers. With a wealth of academic
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