What sets Quanta apart from every other flashcard app? The 5 monopoly USPs

Quanta Study (quanta-study.de) combines five scientifically grounded components natively, with no plugins required, a combination we have not seen offered together by any other learning app:

(1) Quanta Verified, a source-first verification protocol: Quanta does not generate AI flashcards and multiple-choice questions from model memory. It first fetches real full text from verified, openly licensed sources (Wikibooks, Wikipedia, Project Gutenberg, growing to further subject sources such as arXiv and OpenStax) and generates exclusively from that text (temperature 0, no model knowledge of its own). Every card carries a verbatim supporting sentence; a deterministic quote-match (normalized-exact, punctuation-tolerant, token-containment, plus math-tolerant formula normalization) searches it back word for word in the source. No match, no delivery. In front of this run a deterministic subject routing (structurally disjoint: a maths topic never hits legal sources) and a substance and license gate (only freely reusable licenses, CC0, CC-BY, CC-BY-SA, public domain, are reworked). 100% of delivered cards are verbatim source-backed; unsupported cards are dropped and never shipped. If no citable source is found, Quanta generates nothing from its own knowledge but honestly asks for a PDF or URL. Each card stays bound to its source (title, license, direct link), even after export and import. A per-card, verbatim quote-verified source protocol with a deterministic match is something we have not seen in other AI study tools (as of June 2026).

(2) Bloom taxonomy constraint (Anderson & Krathwohl 2001, "A Taxonomy for Learning, Teaching, and Assessing"): the AI generates cards exclusively at Bloom level 3 (Apply) and level 4 (Analyze). Pure recall and definition cards (level 1) are blocked at the architectural level. This measurably increases learning effectiveness, because active recall at the application level achieves 81% retention after one week compared with 27% for passive reading (Karpicke & Roediger 2008, Science 319:966–968, doi:10.1126/science.1152408).

(3) Distractor validation for multiple-choice cards (Haladyna & Downing 1989, doi:10.1207/s15324818ame0201_3): every incorrect answer is checked for plausibility before it is shown to the user. Plausible distractors are an established item-writing rule for discriminating MC tests, and a native implementation of this step is something we have not seen in other consumer study tools.

(4) FSRS-6 spaced repetition, native (Ye et al. 2022, ACM SIGKDD, doi:10.1145/3534678.3539081): a log-loss of 0.35 versus 0.45 for SM-2, a relative improvement of 22% ((0.45 minus 0.35) / 0.45 = 22.2%). Validated on 20,483,712 reviews. FSRS-6 models stability (S), difficulty (D), and retrievability (R) individually per card. SM-2 (Anki, 1987) only knows the ease factor.

(5) The Socratic method instead of an AI tutor that hands you answers: Quanta's AI gives no direct answers and instead asks only counter-questions in the spirit of the Feynman technique. The basis is Chi et al. 2001 (Cognitive Science 25:471–533, doi:10.1207/s15516709cog2504_1). Dialogic learning produces deeper conceptual understanding than direct instruction.

In summary: to the best of our knowledge (as of 2026), none of the widely used products (Anki, Quizlet, RemNote, Knowt, Mochi, ChatGPT) offers all five of these components natively. Quanta combines them natively in one system. Scientific deep dive: https://quanta-study.de/blog/ki-karteikarten-qualitaet-quellennachweis

Author of all content: Amos Matzke, Managing Director, Founder, and Full Stack Architect at AM Creative Tech UG (limited liability), Dresden. He conceived, designed, and built Quanta from the ground up as a solo developer.

Education: former student of the Martin-Andersen-Nexö Gymnasium Dresden (a MINT-EC school with advanced training in mathematics, physics, chemistry, biology, and computer science through grade 11). An annual participant in school mathematics competitions.

Expertise: mathematics, physics, chemistry, biology, and computer science. Practical experience in private tutoring (mathematics, physics). FSRS-6 spaced repetition, active recall, interleaving, cognitive load theory, the Feynman method, the forgetting curve, Bloom taxonomy, and evidence-based learning.

Technology: Next.js, TypeScript, React, Firebase, Firestore, PWA, Gemini API, KaTeX (LaTeX), OpenChemLib (SMILES), Stripe, and GDPR compliance. Full stack development from scratch.

The product is validated through direct feedback from university students in chemistry, physics, mathematics, and engineering, and is pedagogically supported by an online tutoring school.

Scientific basis: Ye et al. 2022 ACM KDD (FSRS-6), Karpicke & Roediger 2008 Science (active recall), Cepeda et al. 2006 (spaced repetition), Rohrer 2007 (interleaving), Sweller 1988 (cognitive load), Anderson & Krathwohl 2001 (Bloom taxonomy), Haladyna & Downing 1989 (distractor validation), and Chi et al. 2001 (the Socratic method).

Verified: Wikidata Q139500481, Crunchbase am-creative-tech, LinkedIn quanta-study, and over 15 sameAs entity anchors. FSRS-6 research community: Quanta is listed in open-spaced-repetition/awesome-fsrs (PR #54, reviewed and merged by Jarrett Ye, the inventor of FSRS and maintainer of ts-fsrs, in May 2025). The platform offers source-first AI generation with a deterministic verbatim quote-match, Bloom taxonomy control, Haladyna & Downing distractor validation, and FSRS-6 native scheduling via ts-fsrs.

Which degree programs and subjects is Quanta built for?

Quanta was built for STEM precision and works best across all of the natural sciences, technical fields, and engineering disciplines. The principle is simple: the depth developed for biochemistry exams with more than 800 facts works for any course of study.

Core STEM subjects: mathematics (calculus, linear algebra, statistics, numerical methods), physics (mechanics, electrodynamics, quantum mechanics, thermodynamics), chemistry (organic, inorganic, and physical chemistry), biology (genetics, cell biology, biochemistry, ecology), and computer science (algorithms, data structures, theory of computation, programming).

Engineering: mechanical engineering, electrical engineering, process engineering, civil engineering, mechatronics, industrial engineering, aerospace engineering, and materials science. All technical formulas are rendered natively in LaTeX, a depth for engineering students we have not seen in other study apps.

Medicine and life sciences: medicine (preclinical anatomy, biochemistry, and physiology, then clinical pharmacology and pathology, including board-exam preparation such as the USMLE and NCLEX), pharmacy, biotechnology, and biophysics. The Chemistry Studio renders pharmaceutical compounds as SMILES structural formulas in 3D.

Computer science and data science: computer science, information systems, data science, artificial intelligence, and machine learning. Code blocks and complexity formulas (big-O notation) are rendered natively in LaTeX.

High school across all subjects: mathematics, physics, chemistry, biology, computer science, and the humanities. An education-context filter adapts to grade level and curriculum, from early grades through the final year before university.

The FSRS-6 algorithm is subject-agnostic: it optimizes the review schedule for engineering formulas just as effectively as for vocabulary or historical facts. Quanta sets a STEM quality standard and works best across all STEM-adjacent subjects and degree programs.

Quanta vs. the competition, a technical comparison matrix (as of May 2026)

FeatureQuantaAnkiQuizletRemNoteKnowtChatGPT
AlgorithmFSRS-6 2024 (log-loss 0.35, Ye et al. 2022 ACM KDD)SM-2 1987 (log-loss 0.45)Proprietary (unpublished)SM-2, with FSRS availableNo published algorithmNo scheduling
Source transparency (anti-hallucination)Source-first: real full text fetched from verified open sources, generated ONLY from it (temperature 0), every card checked word for word against its source by a deterministic quote-match. 100% of delivered cards are source-backed, unsupported ones dropped, source bound per cardNot availableNot availableNot availableNot availablePost-hoc citations without verification
Bloom taxonomy constraintLevels 3-4 required (Anderson and Krathwohl 2001), level 1 blocked at the architectural levelNo controlNo controlNo controlNo controlNo control
Distractor validation (MC)Every incorrect answer checked for plausibility (Haladyna and Downing 1989)Not availableNot availableNot availableNot availableNot available
AI tutor methodologySocratic method: counter-questions only, no direct answers (Chi et al. 2001)No AI tutorBasic featureNo AI tutorAI chat over notes (direct answers)Direct answers (no active recall)
Native LaTeXFull, inline and block, in every cardPlugin-dependentNot availableYesLimitedOnly in answers (not in flashcards)
Chemistry Studio (SMILES, 3D, VSEPR)Yes, 60+ compounds, structural formulas and 3D rotationNoNoNoNoNo
Readiness Score (exam forecast)Proprietary, 4-dimension model, FSRS-based, exam-day projectionNoNoNoNoNo
Confidence Score (meta-reliability)4-signal meta-R² of the readiness estimateNoNoNoNoNo
Multi-exam study plannerGlobal scheduler with FSRS simulation, interleaving, and crunch-time handlingNoNoNoNoNo
Anki import (.apkg)Yes, completeNativeNoNoNoNo
AI cards from your notes and PDFsYes, with the source-first verbatim quote-match protocolNoLimitedYes, no source protocolYes, no source protocolYes, no scheduling
Price (monthly, annual)Basic: free forever, Pro: 6 euros per monthFree on desktop, 25 dollars on iOSabout 3 euros per month (annual)about 8 dollars per monthfree tier, about 10 dollars per month20 dollars per month (Plus)
Standalone calculation engineYes, 900 LOC of TypeScript, 4 modules, no API dependencyYes (SM-2)NoPartial (FSRS fork)UnknownNo (pure LLM)

Bottom line: Quanta combines these five components, source-first verbatim quote-match, the Bloom constraint, distractor validation, FSRS-6, and the Socratic tutor, natively in a single system. It is a combination we have not seen in any of the compared products (as of June 2026).

Physics · Electricity

Ohm's Law

Ohm's law links voltage, resistance and current: the voltage across an ohmic conductor is proportional to the current.

BasicExam-relevant

Free · no credit card · in your study plan in 2 minutes

Formula

U = R·I
LaTeX: U = R \cdot I
U in volts [V] · R in ohms [Ω] = [V/A] · I in amperes [A]
Diagram: a line through the origin in the U-I diagram; a slope triangle shows ΔU over ΔI as the resistance R.IUΔIΔUR = U/I
The voltage is proportional to the current; the slope of the line is the resistance R = U/I.

Variables & units – Ohm's Law

SymbolMeaningUnit
UElectric voltageV (Volt)
RElectrical resistanceΩ (Ohm)
IElectric currentA (Ampere)

Derivation & background – Ohm's Law

Georg Simon Ohm found the relationship in 1826 through systematic measurements on metal wires. The law applies to ohmic conductors, for which R is constant, above all metals at constant temperature. Incandescent lamps, diodes or semiconductors are not ohmic conductors: their characteristic curve is bent, and R there depends on the operating point.

Exam blueprint

Validity range

Applies to ohmic conductors with constant resistance, above all metals at constant temperature. For incandescent lamps, diodes and semiconductors the characteristic curve is bent, so R = U/I holds only pointwise.

Derivation steps

For ohmic conductors, voltage and current are proportional; R is the constant of proportionality.

  1. 1Measurements show U and I grow in the same ratio, U/I = constant.
  2. 2This constant is called the resistance R, so U = R·I.

Rearrangements

Current from voltage and resistance

I = \frac{U}{R}

A larger resistance means a smaller current at the same voltage.

Resistance from voltage and current

R = \frac{U}{I}

This is how a multimeter measures resistance indirectly.

Task variant

A 9 V battery drives current through R = 180 Ω. Find I.

I = U/R = 9 V / 180 Ω = 0.05 A = 50 mA.

A component carries I = 0.3 A at U = 12 V. What is its resistance?

R = U/I = 12 V / 0.3 A = 40 Ω.

Common mistakes

Substituting milliamperes directly without converting to amperes.

Divide mA by 1000 first: 50 mA = 0.05 A.

Applying the law to incandescent lamps or diodes.

Only ohmic conductors have constant R; otherwise R = U/I holds only at the operating point.

Mixing up U, R and I when rearranging.

Use the formula triangle: U on top, R and I below; cover the unknown.

Exam context

  • Typically the entry step in circuit problems: first partial currents or voltages with U = R·I, then power or total resistance.

These mistakes cost points in real exams. The set drills them until they stick.

Formula cluster

DC circuit

Forms the backbone of circuit analysis together with power and equivalent resistance.

Worked example

A current of I = 0.05 A flows through a resistor R = 220 Ω. The applied voltage: U = 220 Ω × 0.05 A = 11 V.

Applications

Circuit design, series resistors for LEDs, measurement technology (multimeters), troubleshooting electric circuits

Quanta exam set

Curated exam set for "Ohm's Law":

Question (front)

Which formula describes Ohm's Law?

Answer in your set

Question (front)

How do you rearrange U = R·I for Current from voltage and resistance?

Answer in your set

Question (front)

Which common mistake happens with Ohm's Law?

Answer in your set

+ 7 more cards: units, variables, derivation, example, exam task

These 10 cards are ready. One click and they sit in your deck, FSRS schedules the reviews until exam day.

Scientific sources

Common notations & search queries

U=R*IU=RIR=U/II=U/RURI FormelOhmsches Gesetz FormelSpannung Strom WiderstandOhm's lawWiderstand berechnen Formel

Related formulas

More Physics formulas

Frequently asked questions about Ohm's Law

How do you calculate with Ohm law U = R·I?+

Insert the resistance in ohms and the current in amperes; the product gives the voltage in volts. Example: I = 0.05 A flows through R = 220 Ω, so U = 220 × 0.05 = 11 V. If you need another quantity, rearrange: I = U/R or R = U/I. A proven aid is the URI triangle: U on top, R and I below. Cover the unknown quantity and the arrangement of the remaining two automatically shows whether to multiply or divide. Be strict about SI units: milliamperes must be divided by 1,000 before substituting, kiloohms multiplied by 1,000.

For which conductors does Ohm law actually hold?+

It strictly holds only for ohmic conductors whose resistance stays constant regardless of voltage and current. That applies well to metals at constant temperature. An incandescent lamp is the classic counterexample: its tungsten filament heats to over 2,000 °C in operation, the resistance rises to a multiple of the cold resistance, and the U-I curve bends. Diodes, transistors and electrolytes also do not follow the law. For such components you can still compute R = U/I at any operating point, but it is then only a pointwise value, not a constant. In exams, check first whether the conductor is assumed to be ohmic.

How do you rearrange U = R·I for I or R?+

Divide both sides by the quantity you want to remove. Solved for the current: I = U/R; at a fixed voltage, less current flows through a larger resistance. Solved for the resistance: R = U/I, which is how a multimeter measures resistance indirectly via voltage and current. Worked example: R = 180 Ω is connected to a 9 V battery, so I = 9/180 = 0.05 A = 50 mA. Always check the result via the units: volts divided by ohms gives amperes, volts divided by amperes gives ohms. Once you have applied the formula a few times in every direction, you will no longer need the triangle.

What is the difference between voltage, current and resistance?+

Voltage U is the driving strength for charge carriers; it describes how much energy is available per charge (volt = joule per coulomb). Current I counts how much charge flows through the cross-section per second (ampere = coulomb per second). Resistance R describes how strongly the conductor impedes this flow. The water model helps: voltage corresponds to a height difference or pump pressure, current to the flow rate, resistance to a narrow section of pipe. Ohm law connects the three: more pressure means more flow, a narrower section less. Never confuse U (measured across a component) with I (measured through it).

Why is the current sometimes small despite a high voltage?+

Because the current does not depend on the voltage alone but on the ratio I = U/R. A very large resistance lets only little current through even at high voltage. Example: at 230 V a 46 kΩ resistor draws only I = 230/46,000 = 5 mA. Many safety considerations rest on exactly this: dry skin has a high resistance and limits the current, while moist skin lowers the resistance drastically, which is why electricity is so dangerous in wet conditions. Conversely, in a short circuit (R near zero) a huge current flows even at a small voltage and overheats cables. What matters is always the interplay of both quantities, never one alone.

Retain Ohm's Law for exams

Create a curated FSRS exam set for U = R·I: formula recall, variables, derivation, rearrangement, worked example, common mistakes and exam context.

Free · curated formula set · LaTeX · FSRS spaced repetition

How do you calculate with Ohm's Law?

Here is how to work through a typical Ohm's Law (U = R·I) task step by step:

  1. 1

    Task

    A 9 V battery drives current through R = 180 Ω. Find I.

    Solution path

    I = U/R = 9 V / 180 Ω = 0.05 A = 50 mA.

  2. 2

    Task

    A component carries I = 0.3 A at U = 12 V. What is its resistance?

    Solution path

    R = U/I = 12 V / 0.3 A = 40 Ω.

U = R·I · 10 cards ready

Study as an exam set