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Record W4412910009 · doi:10.1093/mam/ozaf048.1016

Overcoming Barriers to Transmission Electron Microscopy with Low Voltage Electron Microscopy (LVEM): A Case Study across the Caribbean, Central, and South America

2025· article· en· W4412910009 on OpenAlexaffabout
Emad Shahnam, Daniela Vieira, Raynald Gauvin, Jared Lapkovsky

Bibliographic record

VenueMicroscopy and Microanalysis · 2025
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicInnovation Policy and R&D
Canadian institutionsMcGill UniversityUniversité du Québec à Montréal
Fundersnot available
KeywordsTransmission electron microscopyElectron microscopeMaterials scienceMicroscopyEnergy filtered transmission electron microscopyNanotechnologyScanning transmission electron microscopyOpticsPhysics

Abstract

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Transmission Electron microscopy (TEM) is the gold standard for characterizing nano-sized structures and therefore plays a significant role in advancing research across various disciplines, including materials science, biology, and nanotechnology.Since the technique was first introduced in the 1930s, the applications of electron microscopy have developed tremendously.Electron microscopes are being widely used by researchers at universities, research institutes, and governmental agencies across the world [1].However, the distribution of these microscopes is not uniform globally.Specifically, there exists a strong dichotomy between the number of available microscopes between North America, Central, and South Americas.While there are thousands of TEMs spread around the USA and Canada, the total number of electron microscopes in the Caribbean, Central, and South American countries is only a fraction.For example, there are over 15 TEMs only in the city of Montreal, (population 1.8 million in 2025 [8]), a ratio of 8.3 microscopes per million inhabitants, while the entire country of Brazil (population 212 million in 2025 [9]) has a total of 80 [10], or 0.37 TEMs per million inhabitants.Additionally, among the countries in this region, Brazil [11] and Mexico [12] hold stronger positions, with active EM societies.A number of others, such as Argentina [13], Peru, and Costa Rica, have moderate EM development, while the majority have no or very limited EM units [14].The high costs of purchasing and maintaining Transmission Electron Microscopes are the main factors limiting their accessibility and widespread adoption [15].The major upfront costs for these instruments include the cost of acquisition, as well as the necessary infrastructure for housing and installing the microscope, including facilities specially designed to eliminate vibration and stray electromagnetic fields and housing gas and vacuum supply, and water circulators.Even after the purchase, there are annual costs related to the operation, maintenance, and repairs of the microscopes.Furthermore, these complex systems necessitate highly trained personnel to be kept on staff for the operation and maintenance of the microscopes, further increasing annual costs.All of these factors have resulted in a limited number of TEMs to be installed across Mexico, the Caribbean, Central, and South America spread over a wide geography, limiting the accessibility of such instruments for researchers [14].While High Voltage TEMs operating at accelerating voltages above 80 kV require all the infrastructure mentioned above, there exists an alternative, the Low Voltage Electron Microscope (LVEM) operating at voltages below 30 kV, which promises to increase the accessibility of the technique for a majority of research applications in the life sciences and materials sciences, by eliminating all of the aforementioned barriers.The LVEM is considerably smaller and simpler in design compared to a High Voltage TEM [16].Its acquisition cost is lower, and does not require the same infrastructure for installation.Additionally, these systems demand significantly less maintenance over time.Delong Instruments is the leader in Low Voltage Electron Microscopy, producing two main lines of instruments: the benchtop LVEM 5, operating at 5 kV with a resolution of 1.2 nm, and the compact LVEM 25E, operating at 25 kV with a resolution of 1.0 nm.Both instruments can be further equipped with SEM and STEM detectors, while the LVEM 25E also offers EDS detection capabilities.These microscopes require just a single-phase 120/220V 10A power outlet, commonly available worldwide, with no need for external pumps or water circulators, and they occupy a tiny footprint compared to other TEM instruments.Additionally, their operation and maintenance are much simpler, with the ability to be operated by users with just two to three days training.Importantly, their upfront costs are much lower than other TEMs.These advantages-lower upfront and operational costs, simpler facility requirements, and ease of use-make the LVEM an ideal solution for electron microscopy across Mexico, the Caribbean, Central, and South America.This work is a case study describing how Delong Instruments' LVEM enabled and improved EM access to universities and research institutions in Brazil [17], Chile [18][19][20][21][22][23][24][25][26][27][28][29][30][31][32][33], the Dominican Republic [34][35][36], Peru [37][38][39][40][41][42][43] and Puerto Rico [44], and allowed for publishing in peer-reviewed scientific journals, thereby increasing their scientific capacity and international presence.The scope of research conducted in these institutions ranges from materials science, in areas such as graphene and carbon [34], quantum carbon dots [17], polymers [31], and nanomaterials [40]; to biological science, in fields such as drug delivery [20], microbiology [28], biopolymers [30], pharmaceutics [32], biosynthesis [33], plant disease [27], and marine life research [19].In these works, LVEM was used to perform TEM, SEM, and electron diffraction (ED) [35,36].

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 categoriesMeta-epidemiology (narrow), Science and technology studies
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 score0.195
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0020.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.007
GPT teacher head0.271
Teacher spread0.264 · 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
Published2025
Admission routes2
Has abstractyes

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